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材料情報学の世界市場

Material Informatics


出版日
ページ情報
英文 385 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=148.63円
材料情報学の世界市場
出版日: 2025年08月04日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 385 Pages
納期: 即日から翌営業日
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概要

材料情報学の世界市場は2030年までに3億7,990万米ドルに達する見込み

2024年に1億5,210万米ドルと推定される材料情報学の世界市場は、2024年から2030年にかけてCAGR 16.5%で成長し、2030年には3億7,990万米ドルに達すると予測されます。本レポートで分析したセグメントの一つである元素材料は、CAGR18.2%を記録し、分析期間終了時には2億4,190万米ドルに達すると予測されます。化学材料セグメントの成長率は、分析期間中CAGR13.4%と推定されます。

米国市場は4,140万米ドルと推定、中国はCAGR 22.1%で成長予測

米国の材料情報学市場は、2024年に4,140万米ドルと推定されます。世界第2位の経済大国である中国は、分析期間2024年から2030年にかけてCAGR 22.1%で推移し、2030年には予測市場規模8,450万米ドルに達すると予測されています。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ12.0%と14.9%と予測されています。欧州では、ドイツがCAGR約13.2%で成長すると予測されています。

世界の材料情報学市場- 主要動向と促進要因のまとめ

材料情報学が材料探索・開発の未来として台頭している理由とは?

材料情報学は、新素材の発見、最適化、応用の方法を業界全体で急速に再定義しており、従来の試行錯誤的なアプローチから大きく脱却しています。データサイエンス、機械学習、計算モデリングを活用することで、材料情報学は研究者やエンジニアの材料特性の予測、分子構造のシミュレーション、イノベーションパイプラインの加速を可能にします。このテクノロジーにより、研究開発チームは、航空宇宙や半導体からエネルギー貯蔵や生物医学に至るまで、さまざまな用途の新素材開発にかかる時間、コスト、不確実性を削減することができます。固体電池、フレキシブル・エレクトロニクス、持続可能なポリマーといった次世代技術の世界の推進により、極めて特殊な特性を持つ材料への需要が急増しています。材料情報学は、従来のラボテストでは処理に何年もかかるような膨大なデータセットを用いて、構造と性能の隠れた相関関係を明らかにすることで、このニーズに対応しています。レガシー材料データのデジタル化とハイスループット実験プラットフォームの統合は、インフォマティクス主導型研究の価値をさらに高めています。希少化合物や合成が困難な化合物の同定、複合材料の最適化、複数の性能指標のバランスを必要とする複雑な多目的問題の解決においても、このような計算優先のアプローチは不可欠です。企業が競争上の差別化要因としてイノベーションと市場競争スピードを採用する中、材料情報学は材料科学と先端製造エコシステムにおける戦略的資産になりつつあります。

AIとビッグデータは材料イノベーションの次の飛躍をどのように形成しているのか?

人工知能とビッグデータは材料情報学の台頭の中心であり、経験的な推測から予測的なデータ駆動設計への根本的なシフトを可能にします。AIアルゴリズム、特にディープラーニングとニューラルネットワークは、原子配列、相転移、反応経路の複雑なパターンを認識するために、実験データとシミュレーションデータで訓練されています。これらのモデルは、強度、導電性、耐食性、熱安定性などの主要特性を正確に予測することができ、高価で時間のかかる実験室での試験の必要性を大幅に削減することができます。クラウド・コンピューティング・プラットフォームとオープンソースの材料データベースは、キュレーションされたデータセットへのアクセスを民主化し、学術機関、新興企業、業界リーダー間のコラボレーションを促進することで、重要な役割を果たしています。マテリアル・グラフ・ネットワーク、量子化学シミュレーション、生成的AIモデルなどのツールは、工学的機能を備えたまったく新しい材料クラスの創出を可能にしています。さらに、能動学習システムにより、AIモデルは新たな実験結果に基づいて改良され、予測精度を継続的に向上させる反復的なフィードバックループが形成されます。AIが設計した実験をロボットが実行する自律型ラボと情報学の融合は、これまで到達できなかった研究速度を解き放ちます。このAI、ビッグデータ、自動化の融合は、大企業の研究開発を変革するだけでなく、小規模ラボや新興企業が材料科学の最先端で競争することを可能にしています。

業界横断的な採用は材料イノベーションサイクルのパラダイムシフトをもたらすか?

材料情報学は、迅速な技術革新、コスト削減、材料の差別化による競争力の獲得を目指す幅広い産業で急速に採用されています。エネルギー分野では、この技術は、特に電気自動車やグリッド規模の蓄電システム向けに、より効率的な太陽電池、水素貯蔵材料、電池化学物質の開発を加速しています。航空宇宙・防衛分野では、宇宙探査や超音速航行に不可欠な超軽量・耐熱合金や複合材料の設計にインフォマティクスが活用されています。製薬分野では、生体適合性のある薬物キャリア、スマート・ポリマー、次世代パッケージング材料の発見に、インフォマティクス主導の設計が活用されています。エレクトロニクスや半導体では、高誘電体材料、低損失絶縁体、グラフェン代替材料などの新規2次元材料の創製によって恩恵を受けています。建築や繊維の分野でも、グリーンビルディングやパフォーマンスウェアのためのスマートで持続可能な素材が研究されています。ESG指令が強化され、持続可能性が世界の優先事項となる中、材料情報学は企業が危険な素材や再生不可能な素材を、より安全で環境に優しい代替品に置き換える手助けもしています。このような業界横断的な適用可能性により、企業はソフトウェアベンダー、クラウドプロバイダー、大学の研究室とのパートナーシップを通じて、製品開発ライフサイクルにインフォマティクスを統合することを推進しています。その結果、イノベーション・サイクルがシステマティックに変化し、何年もかかるプロセスから、数カ月、あるいは数週間で結果を出せるデータ主導の経路へと移行しています。

材料情報学市場の拡大を促進する要因とは?

材料情報学市場の成長は、技術の進歩、研究開発手法の進化、市場特有のイノベーション需要に根ざしたいくつかの要因によって牽引されています。航空宇宙、エレクトロニクス、エネルギー、ヘルスケアなどのセクターで製品要件が複雑化しているため、迅速、正確、スケーラブルな材料探索プラットフォームに対する強い需要が生まれています。ハイスループット・スクリーニング技術とAIベースの予測モデルの統合は、より迅速な反復と最適化を可能にし、インフォマティクスベースのワークフローを研究機関や商業R&Dチームにとってより魅力的なものにしています。オープンアクセス材料データベースの普及とクラウドコンピューティングの進歩により参入障壁が下がり、新興企業や中堅企業が大規模なインフラ投資をせずに材料情報学を導入できるようになっています。これと並行して、持続可能性の目標や規制要件を満たさなければならないというプレッシャーの高まりは、環境にやさしく、無害で、リサイクル可能な代替材料を特定するためにインフォマティクスを利用することを産業界に促しています。学術機関、国立研究所、および営利企業間の協力体制は、知識の移転とインフォマティクス・ツールの実社会への展開を加速させています。デジタルツインやシミュレーション主導のプロトタイピングの台頭は、材料情報学が当然サポートするデータ中心の設計プラットフォームへの需要を強めています。さらに、材料モデリング、データ解析、実験検証を1つの傘の下に統合したソフトウェアエコシステムの出現は、採用プロセスを簡素化しています。最後に、材料研究、特にクリーンテクノロジーと防衛イノベーションにおける政府の資金援助イニシアティブは、材料情報学エコシステムを世界に拡大するための肥沃な土壌を作り出しています。

セグメント

材料タイプ(元素材料、化学材料、その他材料)、テクノロジー(機械学習テクノロジー、ディープテンソルテクノロジー、統計解析テクノロジー、デジタルアニーラーテクノロジー、その他テクノロジー)、エンドユーズ(材料科学エンドユーズ、化学・製薬エンドユーズ、電子・半導体エンドユーズ、自動車エンドユーズ、航空宇宙・防衛エンドユーズ、その他エンドユーズ)

調査対象企業の例

  • AI Materia
  • Alloyed
  • BASF
  • Citrine Informatics
  • Dassault Systemes
  • Exabyte Inc.
  • Exponential Technologies(Xt)
  • Hitachi High-Tech
  • MAT3RA
  • Materials Design
  • MaterialsZone
  • Noble.AI
  • Orbital Materials
  • Phaseshift Technologies
  • Preferred Networks
  • QuesTek Innovations
  • Schrodinger, Inc.
  • Symyx Technologies
  • Tilde Materials Informatics
  • Uncountable

AIインテグレーション

Global Industry Analystsは、有効な専門家コンテンツとAIツールによって、市場情報と競合情報を変革しています。

Global Industry Analystsは、一般的なLLMや業界別SLMのクエリに従う代わりに、ビデオ記録、ブログ、検索エンジン調査、大量の企業、製品/サービス、市場データなど、世界中の専門家から収集したコンテンツのリポジトリを構築しました。

関税影響係数

Global Industry Analystsは、本社の国、製造拠点、輸出入(完成品とOEM)に基づく企業の競争力の変化を予測しています。この複雑で多面的な市場力学は、売上原価(COGS)の増加、収益性の低下、サプライチェーンの再構築など、ミクロおよびマクロの市場力学の中でも特に競合他社に影響を与える見込みです。

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • スペイン
  • ロシア
  • その他欧州
  • アジア太平洋
  • オーストラリア
  • インド
  • 韓国
  • その他アジア太平洋地域
  • ラテンアメリカ
  • アルゼンチン
  • ブラジル
  • メキシコ
  • その他ラテンアメリカ
  • 中東
  • イラン
  • イスラエル
  • サウジアラビア
  • アラブ首長国連邦
  • その他中東
  • アフリカ

第4章 競合

目次
Product Code: MCP32002

Global Material Informatics Market to Reach US$379.9 Million by 2030

The global market for Material Informatics estimated at US$152.1 Million in the year 2024, is expected to reach US$379.9 Million by 2030, growing at a CAGR of 16.5% over the analysis period 2024-2030. Elements Material, one of the segments analyzed in the report, is expected to record a 18.2% CAGR and reach US$241.9 Million by the end of the analysis period. Growth in the Chemicals Material segment is estimated at 13.4% CAGR over the analysis period.

The U.S. Market is Estimated at US$41.4 Million While China is Forecast to Grow at 22.1% CAGR

The Material Informatics market in the U.S. is estimated at US$41.4 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$84.5 Million by the year 2030 trailing a CAGR of 22.1% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 12.0% and 14.9% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 13.2% CAGR.

Global Material Informatics Market - Key Trends & Drivers Summarized

Why Is Material Informatics Emerging as the Future of Materials Discovery and Development?

Material informatics is rapidly redefining how new materials are discovered, optimized, and applied across industries, marking a significant departure from traditional trial-and-error approaches. By leveraging data science, machine learning, and computational modeling, material informatics enables researchers and engineers to predict material properties, simulate molecular structures, and accelerate the innovation pipeline. This technology empowers R&D teams to reduce the time, cost, and uncertainty involved in developing novel materials for applications ranging from aerospace and semiconductors to energy storage and biomedicine. The global push for next-generation technologies-like solid-state batteries, flexible electronics, and sustainable polymers-is creating urgent demand for materials with highly specific properties. Material informatics addresses this need by uncovering hidden correlations between structure and performance using vast datasets that traditional lab testing would take years to process. The digitization of legacy materials data and the integration of high-throughput experimentation platforms are further amplifying the value of informatics-driven research. This computational-first approach is also critical in identifying rare or hard-to-synthesize compounds, optimizing composites, and solving complex multi-objective problems that require balancing multiple performance metrics. As organizations embrace innovation and speed-to-market as competitive differentiators, material informatics is becoming a strategic asset in materials science and advanced manufacturing ecosystems.

How Are AI and Big Data Shaping the Next Leap in Materials Innovation?

Artificial intelligence and big data are central to the rise of material informatics, enabling a fundamental shift from empirical guesswork to predictive, data-driven design. AI algorithms, especially deep learning and neural networks, are being trained on experimental and simulated data to recognize complex patterns in atomic arrangements, phase transitions, and reaction pathways. These models can accurately predict key properties such as strength, conductivity, corrosion resistance, and thermal stability, significantly reducing the need for expensive and time-consuming lab trials. Cloud computing platforms and open-source materials databases are playing a crucial role by democratizing access to curated datasets, fostering collaboration among academic institutions, startups, and industry leaders. Tools such as materials graph networks, quantum chemistry simulations, and generative AI models are enabling the creation of entirely new material classes with engineered functionalities. Furthermore, active learning systems allow AI models to refine themselves based on new experimental results, creating an iterative feedback loop that continuously improves predictive accuracy. The fusion of informatics with autonomous labs-where robots execute AI-designed experiments-is unlocking previously unattainable research velocity. This convergence of AI, big data, and automation is not only transforming R&D in large corporations but also enabling small labs and startups to compete at the cutting edge of materials science.

Is Cross-Industry Adoption Driving a Paradigm Shift in Material Innovation Cycles?

Material informatics is seeing rapid adoption across a wide spectrum of industries seeking to innovate faster, reduce costs, and gain a competitive edge through material differentiation. In energy, the technology is accelerating the development of more efficient solar cells, hydrogen storage materials, and battery chemistries, especially for electric vehicles and grid-scale storage systems. Aerospace and defense sectors are leveraging informatics to design ultra-lightweight, heat-resistant alloys and composites critical for space exploration and supersonic travel. In pharmaceuticals, informatics-driven design is being used to discover biocompatible drug carriers, smart polymers, and next-gen packaging materials. Electronics and semiconductors are benefiting through the creation of high-dielectric materials, low-loss insulators, and novel 2D materials such as graphene alternatives. Even the construction and textile sectors are exploring smart, sustainable materials for green buildings and performance wear. As ESG mandates tighten and sustainability becomes a global priority, material informatics is also helping companies substitute hazardous or non-renewable materials with safer, eco-friendly alternatives. This cross-industry applicability is pushing enterprises to integrate informatics into their product development life cycles, often through partnerships with software vendors, cloud providers, and university research labs. The result is a systemic transformation of innovation cycles-shifting from years-long processes to data-driven pathways that can deliver results in months or even weeks.

What Are the Core Drivers Powering the Material Informatics Market’s Expansion?

The growth in the material informatics market is driven by several factors rooted in technological advancement, evolving R&D methodologies, and market-specific innovation demands. The increasing complexity of product requirements across sectors such as aerospace, electronics, energy, and healthcare has created strong demand for rapid, accurate, and scalable materials discovery platforms. The integration of high-throughput screening techniques with AI-based prediction models is enabling faster iteration and optimization, making informatics-based workflows more attractive to research institutions and commercial R&D teams. The widespread availability of open-access materials databases and advances in cloud computing are reducing entry barriers, allowing startups and mid-sized enterprises to adopt material informatics without massive infrastructure investments. In parallel, growing pressure to meet sustainability goals and regulatory requirements is encouraging industries to use informatics to identify eco-friendly, non-toxic, and recyclable material alternatives. Collaborative frameworks between academic institutions, national labs, and commercial players are accelerating knowledge transfer and real-world deployment of informatics tools. The rise of digital twins and simulation-led prototyping is reinforcing demand for data-centric design platforms that material informatics naturally supports. Furthermore, the emergence of integrated software ecosystems that combine materials modeling, data analytics, and experimental validation under one umbrella is simplifying the adoption process. Finally, government funding initiatives in materials research, particularly in clean tech and defense innovation, are creating a fertile ground for the expansion of the material informatics ecosystem globally.

SCOPE OF STUDY:

The report analyzes the Material Informatics market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Material Type (Elements Material, Chemicals Material, Other Materials); Technology (Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology, Other Technologies); End-Use (Material Science End-Use, Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; Spain; Russia; and Rest of Europe); Asia-Pacific (Australia; India; South Korea; and Rest of Asia-Pacific); Latin America (Argentina; Brazil; Mexico; and Rest of Latin America); Middle East (Iran; Israel; Saudi Arabia; United Arab Emirates; and Rest of Middle East); and Africa.

Select Competitors (Total 37 Featured) -

  • AI Materia
  • Alloyed
  • BASF
  • Citrine Informatics
  • Dassault Systemes
  • Exabyte Inc.
  • Exponential Technologies (Xt)
  • Hitachi High-Tech
  • MAT3RA
  • Materials Design
  • MaterialsZone
  • Noble.AI
  • Orbital Materials
  • Phaseshift Technologies
  • Preferred Networks
  • QuesTek Innovations
  • Schrodinger, Inc.
  • Symyx Technologies
  • Tilde Materials Informatics
  • Uncountable

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Material Informatics - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Accelerated Demand for Next-Gen Materials Throws the Spotlight on Data-Driven Discovery Platforms
    • Integration of AI and Machine Learning Algorithms Strengthens Business Case for Predictive Materials R&D
    • Digitization of Legacy Research Expands Addressable Market Opportunity for Computational Materials Platforms
    • Shift Toward Faster Prototyping in Energy, Electronics, and Aerospace Spurs Growth in Informatics-Led Innovation Cycles
    • Here's the Story: Increasing R&D Complexity Fuels Demand for High-Throughput Simulation and Screening Tools
    • Growing Sustainability Mandates Propel Use of Informatics in Identifying Eco-Friendly and Recyclable Alternatives
    • Here's How Cloud Computing and Scalable Infrastructure Enable Real-Time, Cross-Team Materials Modeling
    • Rising Application of Digital Twins and Virtual Labs Sustains Growth in Simulation-Led Design Workflows
    • Adoption of Informatics in Pharmaceuticals and Biocompatible Materials Expands Use Beyond Traditional Engineering Fields
    • Demand for Lightweight and High-Performance Materials in EVs and Aerospace Drives Algorithmic Material Design
    • Integration with IoT and Sensor Data Enhances Feedback Loops in Performance Optimization and Refinement
    • Global Push for Semiconductor and Battery Advancements Throws the Spotlight on AI-Guided Materials Research
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Material Informatics Market Analysis of Annual Sales in US$ for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Material Informatics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 3: World Historic Review for Material Informatics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 4: World 15-Year Perspective for Material Informatics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets for Years 2015, 2025 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Elements Material by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 6: World Historic Review for Elements Material by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 7: World 15-Year Perspective for Elements Material by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Chemicals Material by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 9: World Historic Review for Chemicals Material by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 10: World 15-Year Perspective for Chemicals Material by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Other Materials by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 12: World Historic Review for Other Materials by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 13: World 15-Year Perspective for Other Materials by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Chemical & Pharmaceutical End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 15: World Historic Review for Chemical & Pharmaceutical End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 16: World 15-Year Perspective for Chemical & Pharmaceutical End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Electronics & Semiconductors End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 18: World Historic Review for Electronics & Semiconductors End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 19: World 15-Year Perspective for Electronics & Semiconductors End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Automotive End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 21: World Historic Review for Automotive End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 22: World 15-Year Perspective for Automotive End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 23: World Recent Past, Current & Future Analysis for Aerospace & Defense End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 24: World Historic Review for Aerospace & Defense End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 25: World 15-Year Perspective for Aerospace & Defense End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 27: World Historic Review for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 28: World 15-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 29: World Recent Past, Current & Future Analysis for Material Science End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 30: World Historic Review for Material Science End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 31: World 15-Year Perspective for Material Science End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 32: World Recent Past, Current & Future Analysis for Machine Learning Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 33: World Historic Review for Machine Learning Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 34: World 15-Year Perspective for Machine Learning Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 35: World Recent Past, Current & Future Analysis for Deep Tensor Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 36: World Historic Review for Deep Tensor Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 37: World 15-Year Perspective for Deep Tensor Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 38: World Recent Past, Current & Future Analysis for Statistical Analysis Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 39: World Historic Review for Statistical Analysis Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 40: World 15-Year Perspective for Statistical Analysis Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 41: World Recent Past, Current & Future Analysis for Digital Annealer Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 42: World Historic Review for Digital Annealer Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 43: World 15-Year Perspective for Digital Annealer Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 44: World Recent Past, Current & Future Analysis for Other Technologies by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 45: World Historic Review for Other Technologies by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 46: World 15-Year Perspective for Other Technologies by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 47: USA Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 48: USA Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 49: USA 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 50: USA Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 51: USA Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 52: USA 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 53: USA Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 54: USA Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 55: USA 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • CANADA
    • TABLE 56: Canada Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Canada Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 58: Canada 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 59: Canada Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 60: Canada Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 61: Canada 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 62: Canada Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 63: Canada Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 64: Canada 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • JAPAN
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 65: Japan Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 66: Japan Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 67: Japan 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 68: Japan Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Japan Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 70: Japan 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 71: Japan Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 72: Japan Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 73: Japan 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • CHINA
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 74: China Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 75: China Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 76: China 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 77: China Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 78: China Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 79: China 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 80: China Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 81: China Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 82: China 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • EUROPE
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 83: Europe Recent Past, Current & Future Analysis for Material Informatics by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 84: Europe Historic Review for Material Informatics by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 85: Europe 15-Year Perspective for Material Informatics by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets for Years 2015, 2025 & 2030
    • TABLE 86: Europe Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Europe Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 88: Europe 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 89: Europe Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 90: Europe Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 91: Europe 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 92: Europe Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Europe Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 94: Europe 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • FRANCE
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 95: France Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 96: France Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 97: France 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 98: France Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 99: France Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 100: France 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 101: France Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 102: France Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 103: France 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • GERMANY
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 104: Germany Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 105: Germany Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 106: Germany 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 107: Germany Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 108: Germany Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 109: Germany 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 110: Germany Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 111: Germany Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 112: Germany 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • ITALY
    • TABLE 113: Italy Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 114: Italy Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 115: Italy 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 116: Italy Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 117: Italy Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 118: Italy 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 119: Italy Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 120: Italy Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 121: Italy 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • UNITED KINGDOM
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 122: UK Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 123: UK Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 124: UK 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 125: UK Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 126: UK Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 127: UK 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 128: UK Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 129: UK Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 130: UK 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • SPAIN
    • TABLE 131: Spain Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 132: Spain Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 133: Spain 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 134: Spain Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 135: Spain Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 136: Spain 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 137: Spain Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 138: Spain Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 139: Spain 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • RUSSIA
    • TABLE 140: Russia Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 141: Russia Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 142: Russia 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 143: Russia Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 144: Russia Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 145: Russia 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 146: Russia Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 147: Russia Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 148: Russia 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • REST OF EUROPE
    • TABLE 149: Rest of Europe Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 150: Rest of Europe Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 151: Rest of Europe 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 152: Rest of Europe Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 153: Rest of Europe Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 154: Rest of Europe 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 155: Rest of Europe Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 156: Rest of Europe Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 157: Rest of Europe 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • ASIA-PACIFIC
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 158: Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 159: Asia-Pacific Historic Review for Material Informatics by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 160: Asia-Pacific 15-Year Perspective for Material Informatics by Geographic Region - Percentage Breakdown of Value Sales for Australia, India, South Korea and Rest of Asia-Pacific Markets for Years 2015, 2025 & 2030
    • TABLE 161: Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 162: Asia-Pacific Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 163: Asia-Pacific 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 164: Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 165: Asia-Pacific Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 166: Asia-Pacific 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 167: Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 168: Asia-Pacific Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 169: Asia-Pacific 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • AUSTRALIA
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Australia for 2025 (E)
    • TABLE 170: Australia Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 171: Australia Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 172: Australia 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 173: Australia Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 174: Australia Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 175: Australia 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 176: Australia Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 177: Australia Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 178: Australia 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • INDIA
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in India for 2025 (E)
    • TABLE 179: India Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 180: India Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 181: India 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 182: India Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 183: India Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 184: India 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 185: India Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 186: India Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 187: India 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • SOUTH KOREA
    • TABLE 188: South Korea Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 189: South Korea Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 190: South Korea 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 191: South Korea Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 192: South Korea Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 193: South Korea 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 194: South Korea Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 195: South Korea Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 196: South Korea 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • REST OF ASIA-PACIFIC
    • TABLE 197: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 198: Rest of Asia-Pacific Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 199: Rest of Asia-Pacific 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 200: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 201: Rest of Asia-Pacific Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 202: Rest of Asia-Pacific 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 203: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 204: Rest of Asia-Pacific Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 205: Rest of Asia-Pacific 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • LATIN AMERICA
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Latin America for 2025 (E)
    • TABLE 206: Latin America Recent Past, Current & Future Analysis for Material Informatics by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 207: Latin America Historic Review for Material Informatics by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 208: Latin America 15-Year Perspective for Material Informatics by Geographic Region - Percentage Breakdown of Value Sales for Argentina, Brazil, Mexico and Rest of Latin America Markets for Years 2015, 2025 & 2030
    • TABLE 209: Latin America Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 210: Latin America Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 211: Latin America 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 212: Latin America Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 213: Latin America Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 214: Latin America 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 215: Latin America Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 216: Latin America Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 217: Latin America 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • ARGENTINA
    • TABLE 218: Argentina Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 219: Argentina Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 220: Argentina 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 221: Argentina Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 222: Argentina Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 223: Argentina 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 224: Argentina Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 225: Argentina Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 226: Argentina 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • BRAZIL
    • TABLE 227: Brazil Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 228: Brazil Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 229: Brazil 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 230: Brazil Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 231: Brazil Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 232: Brazil 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 233: Brazil Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 234: Brazil Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 235: Brazil 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • MEXICO
    • TABLE 236: Mexico Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 237: Mexico Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 238: Mexico 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 239: Mexico Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 240: Mexico Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 241: Mexico 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 242: Mexico Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 243: Mexico Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 244: Mexico 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • REST OF LATIN AMERICA
    • TABLE 245: Rest of Latin America Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 246: Rest of Latin America Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 247: Rest of Latin America 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 248: Rest of Latin America Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 249: Rest of Latin America Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 250: Rest of Latin America 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 251: Rest of Latin America Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 252: Rest of Latin America Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 253: Rest of Latin America 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • MIDDLE EAST
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Middle East for 2025 (E)
    • TABLE 254: Middle East Recent Past, Current & Future Analysis for Material Informatics by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 255: Middle East Historic Review for Material Informatics by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 256: Middle East 15-Year Perspective for Material Informatics by Geographic Region - Percentage Breakdown of Value Sales for Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets for Years 2015, 2025 & 2030
    • TABLE 257: Middle East Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 258: Middle East Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 259: Middle East 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 260: Middle East Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 261: Middle East Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 262: Middle East 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 263: Middle East Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 264: Middle East Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 265: Middle East 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • IRAN
    • TABLE 266: Iran Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 267: Iran Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 268: Iran 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 269: Iran Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 270: Iran Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 271: Iran 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 272: Iran Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 273: Iran Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 274: Iran 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • ISRAEL
    • TABLE 275: Israel Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 276: Israel Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 277: Israel 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 278: Israel Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 279: Israel Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 280: Israel 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 281: Israel Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 282: Israel Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 283: Israel 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • SAUDI ARABIA
    • TABLE 284: Saudi Arabia Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 285: Saudi Arabia Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 286: Saudi Arabia 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 287: Saudi Arabia Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 288: Saudi Arabia Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 289: Saudi Arabia 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 290: Saudi Arabia Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 291: Saudi Arabia Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 292: Saudi Arabia 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • UNITED ARAB EMIRATES
    • TABLE 293: UAE Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 294: UAE Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 295: UAE 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 296: UAE Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 297: UAE Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 298: UAE 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 299: UAE Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 300: UAE Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 301: UAE 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • REST OF MIDDLE EAST
    • TABLE 302: Rest of Middle East Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 303: Rest of Middle East Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 304: Rest of Middle East 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 305: Rest of Middle East Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 306: Rest of Middle East Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 307: Rest of Middle East 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 308: Rest of Middle East Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 309: Rest of Middle East Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 310: Rest of Middle East 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • AFRICA
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Africa for 2025 (E)
    • TABLE 311: Africa Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 312: Africa Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 313: Africa 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 314: Africa Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 315: Africa Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 316: Africa 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 317: Africa Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 318: Africa Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 319: Africa 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030

IV. COMPETITION