デフォルト表紙
市場調査レポート
商品コード
1605921

材料インフォマティクス市場、規模、シェア、動向、産業分析レポート:材料タイプ別、技術別、用途別、地域別 - 市場予測 2025年~2034年

Material Informatics Market Size, Share, Trends, Industry Analysis Report: By Material Type, Technology, Application, and By Region - Market Forecast, 2025-2034


出版日
ページ情報
英文 116 Pages
納期
即日から翌営業日
カスタマイズ可能
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=146.08円
材料インフォマティクス市場、規模、シェア、動向、産業分析レポート:材料タイプ別、技術別、用途別、地域別 - 市場予測 2025年~2034年
出版日: 2024年11月01日
発行: Polaris Market Research
ページ情報: 英文 116 Pages
納期: 即日から翌営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

Polaris Market Research社の最新調査によると、世界の材料インフォマティクス市場規模は2034年までに7億521万米ドルに達する見込みです。この調査レポートは、現在の市場力学を詳細に洞察し、将来の市場成長に関する分析を提供しています。

材料インフォマティクス市場は、データ分析、機械学習、計算モデリングなどの進歩によって大きな成長を遂げています。強化された性能特性を持つ材料に対する需要の増加や、材料探索プロセスの加速に対するニーズの高まりなどの要因が、市場成長の原動力となっています。

人工知能(AI)の統合による材料特性の予測と材料設計の最適化、持続可能で環境に優しい材料の重視の高まりは、予測期間中、市場に有利な機会を提供すると期待されています。現在の動向は、データ共有と学際的研究を可能にする共同プラットフォームへのシフトを強調しています。全体として、航空宇宙、自動車、エレクトロニクスなどの業界が、革新的な材料ソリューションと製品性能の向上のために材料インフォマティクスの活用を模索していることから、市場は堅調な拡大が見込まれています。

材料インフォマティクス市場レポートハイライト

材料科学の基本的役割を果たし、さまざまな用途に広く使用されていることから、材料タイプ別では元素セグメントが市場を独占しています。しかし、産業界が特殊用途向けに高度な化学組成を求めているため、化学品セグメントは急速に成長しています。

技術面では、複雑なデータセットを分析し、高い精度で材料特性を予測できる機械学習分野が市場をリードしています。

用途別では、材料科学分野が市場の最大シェアを占めており、これは様々な産業における新材料の開発と試験における重要な役割に後押しされています。再生可能エネルギー技術やエネルギー効率の高い材料への投資が増加していることから、エネルギー分野の市場が最も急速に成長しています。

北米は強力な産業基盤と研究開発への多額の投資により、依然として支配的な地域です。アジア太平洋地域は、急速な工業化と先端製造業と材料技術革新への注目の高まりにより、最も高い成長率を示しています。

Citrine Informatics社、Kebotix社、Exabyte.io社、Mat3ra社、Schrodinger社、Aionics社、Nutonian社、DeepMaterials社、Materials Zone社、Arzeda社、Phaseshift Technologies社、ChemOS社、Siemens Digital Industries Software社、Accelrys社、Optibrium社などが材料インフォマティクス市場の主要企業です。

目次

第1章 イントロダクション

第2章 エグゼクティブサマリー

第3章 調査手法

第4章 世界の材料インフォマティクス市場の洞察

  • 市場スナップショット
  • 材料インフォマティクス市場力学
    • 促進要因と機会
      • AIと機械学習の統合
      • ハイスループット実験への移行
    • 抑制要因と課題
      • データ量が不足しています
  • PESTEL分析
  • 材料インフォマティクス市場の用途動向
  • バリューチェーン分析
  • COVID-19の影響分析

第5章 世界の材料インフォマティクス市場:材料タイプ別

  • 主な調査結果
  • イントロダクション
  • 要素
  • 化学薬品
  • その他

第6章 世界の材料インフォマティクス市場:技術別

  • 主な調査結果
  • イントロダクション
  • 機械学習
  • ディープテンソル
  • 統計分析
  • デジタルアニーラ
  • その他

第7章 世界の材料インフォマティクス市場:用途別

  • 主な調査結果
  • イントロダクション
  • 化学・医薬品
  • 材料科学
  • 製造業
  • 食品科学
  • エネルギー
  • その他

第8章 世界の材料インフォマティクス市場:地域別

  • 主な調査結果
  • イントロダクション
    • 材料インフォマティクス市場評価:地域、2020~2034年
  • 北米
    • 北米:材料タイプ別、2020~2034年
    • 北米:技術別、2020~2034年
    • 北米:用途別、2020~2034年
    • 米国
    • カナダ
  • 欧州
    • 欧州:材料タイプ別、2020~2034年
    • 欧州:技術別、2020~2034年
    • 欧州:用途別、2020~2034年
    • 英国
    • フランス
    • ドイツ
    • イタリア
    • スペイン
    • オランダ
    • ロシア
    • その他欧州
  • アジア太平洋
    • アジア太平洋地域:材料タイプ別、2020~2034年
    • アジア太平洋地域:技術別、2020~2034年
    • アジア太平洋地域:用途別、2020~2034年
    • 中国
    • インド
    • マレーシア
    • 日本
    • インドネシア
    • 韓国
    • オーストラリア
    • その他アジア太平洋地域
  • 中東・アフリカ
    • 中東・アフリカ:材料タイプ別、2020~2034年
    • 中東・アフリカ:技術別、2020~2034年
    • 中東・アフリカ:用途別、2020~2034年
    • サウジアラビア
    • アラブ首長国連邦
    • イスラエル
    • 南アフリカ
    • その他中東とアフリカ
  • ラテンアメリカ
    • ラテンアメリカ:材料タイプ別、2020~2034年
    • ラテンアメリカ:技術別、2020~2034年
    • ラテンアメリカ:用途別、2020~2034年
    • メキシコ
    • ブラジル
    • アルゼンチン
    • その他ラテンアメリカ

第9章 競合情勢

  • 拡大と買収の分析
    • 拡大
    • 買収
  • 提携/協業/合意/公開

第10章 企業プロファイル

  • Citrine Informatics
  • Kebotix
  • Exabyte.io
  • Mat3ra
  • Schrodinger, Inc
  • Aionics, Inc.
  • Nutonian
  • DeepMaterials
  • Materials Zone
  • Arzeda
  • Phaseshift Technologies
  • ChemOS
図表

List of Tables:

  • Table 1 Global Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 2 Global Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 3 Global Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 4 North America: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 5 North America: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 6 North America: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 7 U.S.: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 8 U.S.: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 9 U.S.: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 10 Canada: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 11 Canada: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 12 Canada: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 13 Europe: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 14 Europe: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 15 Europe: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 16 UK: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 17 UK: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 18 UK: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 19 France: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 20 France: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 21 France: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 22 Germany: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 23 Germany: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 24 Germany: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 25 Italy: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 26 Italy: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 27 Italy: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 28 Spain: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 29 Spain: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 30 Spain: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 31 Netherlands: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 32 Netherlands: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 33 Netherlands: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 34 Russia: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 35 Russia: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 36 Russia: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 37 Rest of Europe: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 38 Rest of Europe: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 39 Rest of Europe: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 40 Asia Pacific: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 41 Asia Pacific: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 42 Asia Pacific: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 43 China: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 44 China: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 45 China: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 46 India: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 47 India: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 48 India: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 49 Malaysia: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 50 Malaysia: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 51 Malaysia: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 52 Japan: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 53 Japan: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 54 Japan: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 55 Indonesia: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 56 Indonesia: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 57 Indonesia: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 58 South Korea: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 59 South Korea: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 60 South Korea: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 61 Australia: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 62 Australia: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 63 Australia: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 64 Rest of Asia Pacific: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 65 Rest of Asia Pacific: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 66 Rest of Asia Pacific: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 67 Middle East & Africa: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 68 Middle East & Africa: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 69 Middle East & Africa: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 70 Saudi Arabia: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 71 Saudi Arabia: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 72 Saudi Arabia: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 73 UAE: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 74 UAE: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 75 UAE: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 76 Israel: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 77 Israel: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 78 Israel: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 79 South Africa: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 80 South Africa: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 81 South Africa: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 82 Rest of Middle East & Africa: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 83 Rest of Middle East & Africa: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 84 Rest of Middle East & Africa: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 85 Latin America: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 86 Latin America: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 87 Latin America: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 88 Mexico: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 89 Mexico: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 90 Mexico: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 91 Brazil: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 92 Brazil: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 93 Brazil: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 94 Argentina: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 95 Argentina: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 96 Argentina: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • Table 97 Rest of Latin America: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • Table 98 Rest of Latin America: Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • Table 99 Rest of Latin America: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • List of Figures:
  • Figure 1. Global Material Informatics Market, 2020-2034 (USD Million)
  • Figure 2. Integrated Ecosystem
  • Figure 3. Research Methodology: Top-Down & Bottom-Up Price
  • Figure 4. Market by Geography
  • Figure 5. Porter's Five Forces
  • Figure 6. Market by Material Type
  • Figure 7. Global Material Informatics Market, by Material Type, 2024 & 2034 (USD Million)
  • Figure 8. Market by Technology
  • Figure 9. Global Material Informatics Market, by Technology, 2024 & 2034 (USD Million)
  • Figure 10. Market by Application
  • Figure 11. Global Material Informatics Market, by Application, 2024 & 2034 (USD Million)
目次
Product Code: PM5256

The global material informatics market size is expected to reach USD 705.21 million by 2034, according to a new study by Polaris Market Research. The report "Material Informatics Market Size, Share, Trends, Industry Analysis Report: By Material Type (Elements, Chemicals, and Others), Technology (Machine Learning, Deep Tensor, Statistical Analysis, Digital Annealer, and Others), Application (Chemical & Pharmaceutical, Materials Science, Manufacturing, Food Science, Energy, and Others), and Region (North America, Europe, Asia Pacific, Latin America, and Middle East & Africa) - Market Forecast, 2025-2034" gives a detailed insight into current market dynamics and provides analysis on future market growth.

The material informatics market is experiencing significant growth driven by advancements in data analytics, machine learning, and computational modeling. Factors such as increasing demand for materials with enhanced performance characteristics and the rising need for accelerated materials discovery processes drive the market growth.

The integration of artificial intelligence (AI) to predict material properties and optimize material design and the growing emphasis on sustainable and eco-friendly materials are expected to offer lucrative opportunities for the market during the forecast period. Current trends highlight a shift toward collaborative platforms that enable data sharing and cross-disciplinary research. Overall, the market is poised for robust expansion as industries such as aerospace, automotive, and electronics seek to leverage material informatics for innovative material solutions and improved product performance.

Material Informatics Market Report Highlights

The elements segment, by material type, dominates the market due to their fundamental role in materials science and widespread use in various applications. However, the chemicals segment is rapidly growing as industries seek advanced chemical compositions for specialized applications.

In terms of technology, the machine learning segment leads the market due to its ability to analyze complex datasets and predict material properties with high accuracy.

The materials science segment, by application, holds the largest share of the market, propelled by its critical role in developing and testing new materials across various industries. The market for the energy segment is seeing the fastest growth owing to increasing investments in renewable energy technologies and energy-efficient materials.

North America remains the dominant region due to its strong industrial base and significant investments in research and development. Asia Pacific is the highest growing region, driven by rapid industrialization and increased focus on advanced manufacturing and material innovation.

Citrine Informatics; Kebotix; Exabyte.io; Mat3ra, Schrodinger, Inc.; Aionics, Inc.; Nutonian; DeepMaterials; Materials Zone; Arzeda; Phaseshift Technologies; ChemOS; Siemens Digital Industries Software; Accelrys; and Optibrium are among the key players in the material informatics market

Polaris Market Research has segmented the material informatics market report on the basis of material type, technology, application, and region:

By Material Type Outlook (Revenue - USD Million, 2020-2034)

  • Elements
  • Chemicals
  • Others

By Technology Outlook (Revenue - USD Million, 2020-2034)

  • Machine Learning
  • Deep Tensor
  • Statistical Analysis
  • Digital Annealer
  • Others

By Application Outlook (Revenue - USD Million, 2020-2034)

  • Chemical & Pharmaceutical
  • Materials Science
  • Manufacturing
  • Food Science
  • Energy
  • Others

By Regional Outlook (Revenue - USD Million, 2020-2034)

  • North America
  • US
  • Canada
  • Europe
  • Germany
  • France
  • UK
  • Italy
  • Spain
  • Netherlands
  • Russia
  • Rest of Europe
  • Asia Pacific
  • China
  • Japan
  • India
  • Malaysia
  • South Korea
  • Indonesia
  • Australia
  • Vietnam
  • Rest of Asia Pacific
  • Middle East & Africa
  • Saudi Arabia
  • UAE
  • Israel
  • South Africa
  • Rest of Middle East & Africa
  • Latin America
  • Mexico
  • Brazil
  • Argentina
  • Rest of Latin America

Table of Contents

1. Introduction

  • 1.1. Report Description
    • 1.1.1. Objectives of the Study
    • 1.1.2. Market Scope
    • 1.1.3. Assumptions
  • 1.2. Stakeholders

2. Executive Summary

  • 2.1. Market Highlights

3. Research Methodology

  • 3.1. Overview
    • 3.1.1. Data Mining
  • 3.2. Data Source
    • 3.2.1. Primary Source
    • 3.2.2. Secondary Source

4. Global Material Informatics Market Insights

  • 4.1. Material Informatics Market - Market Snapshot
  • 4.2. Material Informatics Market Dynamics
    • 4.2.1. Drivers and Opportunities
      • 4.2.1.1. Integration of AI and Machine Learning
      • 4.2.1.2. Shift Toward High-Throughput Experimentation
    • 4.2.2. Restraints and Challenges
      • 4.2.2.1. Insufficient data volume
  • 4.3. Porter's Five Forces Analysis
    • 4.3.1. Bargaining Power of Suppliers (Moderate)
    • 4.3.2. Threats of New Entrants: (Low)
    • 4.3.3. Bargaining Power of Buyers (Moderate)
    • 4.3.4. Threat of Substitute (Moderate)
    • 4.3.5. Rivalry among existing firms (High)
  • 4.4. PESTEL Analysis
  • 4.5. Material Informatics Market Application Trends
  • 4.6. Value Chain Analysis
  • 4.7. COVID-19 Impact Analysis

5. Global Material Informatics Market, by Material Type

  • 5.1. Key Findings
  • 5.2. Introduction
    • 5.2.1. Global Material Informatics Market, by Material Type, 2020-2034 (USD Million)
  • 5.3. Elements
    • 5.3.1. Global Material Informatics Market, by Elements, by Region, 2020-2034 (USD Million)
  • 5.4. Chemicals
    • 5.4.1. Global Material Informatics Market, by Chemicals, by Region, 2020-2034 (USD Million)
  • 5.5. Others
    • 5.5.1. Global Material Informatics Market, by Others, by Region, 2020-2034 (USD Million)

6. Global Material Informatics Market, by Technology

  • 6.1. Key Findings
  • 6.2. Introduction
    • 6.2.1. Global Material Informatics Market, by Technology, 2020-2034 (USD Million)
  • 6.3. Machine Learning
    • 6.3.1. Global Material Informatics Market, by Machine Learning, by Region, 2020-2034 (USD Million)
  • 6.4. Deep Tensor
    • 6.4.1. Global Material Informatics Market, by Deep Tensor, by Region, 2020-2034 (USD Million)
  • 6.5. Statistical Analysis
    • 6.5.1. Global Material Informatics Market, by Statistical Analysis, by Region, 2020-2034 (USD Million)
  • 6.6. Digital Annealer
    • 6.6.1. Global Material Informatics Market, by Digital Annealer, by Region, 2020-2034 (USD Million)
  • 6.7. Others
    • 6.7.1. Global Material Informatics Market, by Others, by Region, 2020-2034 (USD Million)

7. Global Material Informatics Market, by Application

  • 7.1. Key Findings
  • 7.2. Introduction
    • 7.2.1. Global Material Informatics Market, by Application, 2020-2034 (USD Million)
  • 7.3. Chemical & Pharmaceutical
    • 7.3.1. Global Material Informatics Market, by Chemical & Pharmaceutical, by Region, 2020-2034 (USD Million)
  • 7.4. Materials Science
    • 7.4.1. Global Material Informatics Market, by Materials Science, by Region, 2020-2034 (USD Million)
  • 7.5. Manufacturing
    • 7.5.1. Global Material Informatics Market, by Manufacturing, by Region, 2020-2034 (USD Million)
  • 7.6. Food Science
    • 7.6.1. Global Material Informatics Market, by Food Science, by Region, 2020-2034 (USD Million)
  • 7.7. Energy
    • 7.7.1. Global Material Informatics Market, by Energy, by Region, 2020-2034 (USD Million)
  • 7.8. Others
    • 7.8.1. Global Material Informatics Market, by Others, by Region, 2020-2034 (USD Million)

8. Global Material Informatics Market, by Geography

  • 8.1. Key Findings
  • 8.2. Introduction
    • 8.2.1. Material Informatics Market Assessment, By Geography, 2020-2034 (USD Million)
  • 8.3. Material Informatics Market - North America
    • 8.3.1. North America: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
    • 8.3.2. North America: Material Informatics Market, by Technology, 2020-2034 (USD Million)
    • 8.3.3. North America: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.3.4. Material Informatics Market - U.S.
      • 8.3.4.1. U.S.: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.3.4.2. U.S.: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.3.4.3. U.S.: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.3.5. Material Informatics Market - Canada
      • 8.3.5.1. Canada: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.3.5.2. Canada: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.3.5.3. Canada: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • 8.4. Material Informatics Market - Europe
    • 8.4.1. Europe: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
    • 8.4.2. Europe: Material Informatics Market, by Technology, 2020-2034 (USD Million)
    • 8.4.3. Europe: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.4.4. Material Informatics Market - UK
      • 8.4.4.1. UK: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.4.4.2. UK: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.4.4.3. UK: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.4.5. Material Informatics Market - France
      • 8.4.5.1. France: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.4.5.2. France: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.4.5.3. France: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.4.6. Material Informatics Market - Germany
      • 8.4.6.1. Germany: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.4.6.2. Germany: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.4.6.3. Germany: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.4.7. Material Informatics Market - Italy
      • 8.4.7.1. Italy: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.4.7.2. Italy: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.4.7.3. Italy: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.4.8. Material Informatics Market - Spain
      • 8.4.8.1. Spain: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.4.8.2. Spain: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.4.8.3. Spain: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.4.9. Material Informatics Market - Netherlands
      • 8.4.9.1. Netherlands: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.4.9.2. Netherlands: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.4.9.3. Netherlands: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.4.10. Material Informatics Market - Russia
      • 8.4.10.1. Russia: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.4.10.2. Russia: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.4.10.3. Russia: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.4.11. Material Informatics Market - Rest of Europe
      • 8.4.11.1. Rest of Europe: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.4.11.2. Rest of Europe: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.4.11.3. Rest of Europe: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • 8.5. Material Informatics Market - Asia Pacific
    • 8.5.1. Asia Pacific: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
    • 8.5.2. Asia Pacific: Material Informatics Market, by Technology, 2020-2034 (USD Million)
    • 8.5.3. Asia Pacific: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.5.4. Material Informatics Market - China
      • 8.5.4.1. China: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.5.4.2. China: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.5.4.3. China: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.5.5. Material Informatics Market - India
      • 8.5.5.1. India: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.5.5.2. India: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.5.5.3. India: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.5.6. Material Informatics Market - Malaysia
      • 8.5.6.1. Malaysia: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.5.6.2. Malaysia: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.5.6.3. Malaysia: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.5.7. Material Informatics Market - Japan
      • 8.5.7.1. Japan: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.5.7.2. Japan: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.5.7.3. Japan: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.5.8. Material Informatics Market - Indonesia
      • 8.5.8.1. Indonesia: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.5.8.2. Indonesia: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.5.8.3. Indonesia: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.5.9. Material Informatics Market - South Korea
      • 8.5.9.1. South Korea: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.5.9.2. South Korea: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.5.9.3. South Korea: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.5.10. Material Informatics Market - Australia
      • 8.5.10.1. Australia: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.5.10.2. Australia: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.5.10.3. Australia: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.5.11. Material Informatics Market - Rest of Asia Pacific
      • 8.5.11.1. Rest of Asia Pacific: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.5.11.2. Rest of Asia Pacific: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.5.11.3. Rest of Asia Pacific: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • 8.6. Material Informatics Market - Middle East & Africa
    • 8.6.1. Middle East & Africa: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
    • 8.6.2. Middle East & Africa: Material Informatics Market, by Technology, 2020-2034 (USD Million)
    • 8.6.3. Middle East & Africa: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.6.4. Material Informatics Market - Saudi Arabia
      • 8.6.4.1. Saudi Arabia: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.6.4.2. Saudi Arabia: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.6.4.3. Saudi Arabia: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.6.5. Material Informatics Market - UAE
      • 8.6.5.1. UAE: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.6.5.2. UAE: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.6.5.3. UAE: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.6.6. Material Informatics Market - Israel
      • 8.6.6.1. Israel: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.6.6.2. Israel: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.6.6.3. Israel: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.6.7. Material Informatics Market - South Africa
      • 8.6.7.1. South Africa: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.6.7.2. South Africa: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.6.7.3. South Africa: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.6.8. Material Informatics Market - Rest of Middle East & Africa
      • 8.6.8.1. Rest of Middle East & Africa: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.6.8.2. Rest of Middle East & Africa: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.6.8.3. Rest of Middle East & Africa: Material Informatics Market, by Application, 2020-2034 (USD Million)
  • 8.7. Material Informatics Market - Latin America
    • 8.7.1. Latin America: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
    • 8.7.2. Latin America: Material Informatics Market, by Technology, 2020-2034 (USD Million)
    • 8.7.3. Latin America: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.7.4. Material Informatics Market - Mexico
      • 8.7.4.1. Mexico: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.7.4.2. Mexico: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.7.4.3. Mexico: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.7.5. Material Informatics Market - Brazil
      • 8.7.5.1. Brazil: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.7.5.2. Brazil: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.7.5.3. Brazil: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.7.6. Material Informatics Market - Argentina
      • 8.7.6.1. Argentina: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.7.6.2. Argentina: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.7.6.3. Argentina: Material Informatics Market, by Application, 2020-2034 (USD Million)
    • 8.7.7. Material Informatics Market - Rest of Latin America
      • 8.7.7.1. Rest of Latin America: Material Informatics Market, by Material Type, 2020-2034 (USD Million)
      • 8.7.7.2. Rest of Latin America: Material Informatics Market, by Technology, 2020-2034 (USD Million)
      • 8.7.7.3. Rest of Latin America: Material Informatics Market, by Application, 2020-2034 (USD Million)

9. Competitive Landscape

  • 9.1. Expansion and Acquisition Analysis
    • 9.1.1. Expansion
    • 9.1.2. Acquisitions
  • 9.2. Partnerships/Collaborations/Agreements/Exhibitions

10. Company Profiles

  • 10.1. Citrine Informatics
    • 10.1.1. Company Overview
    • 10.1.2. Financial Performance
    • 10.1.3. Product Benchmarking
    • 10.1.4. Recent Development
  • 10.2. Kebotix
    • 10.2.1. Company Overview
    • 10.2.2. Financial Performance
    • 10.2.3. Product Benchmarking
    • 10.2.4. Recent Development
  • 10.3. Exabyte.io
    • 10.3.1. Company Overview
    • 10.3.2. Financial Performance
    • 10.3.3. Product Benchmarking
    • 10.3.4. Recent Development
  • 10.4. Mat3ra
    • 10.4.1. Company Overview
    • 10.4.2. Financial Performance
    • 10.4.3. Product Benchmarking
    • 10.4.4. Recent Development
  • 10.5. Schrodinger, Inc
    • 10.5.1. Company Overview
    • 10.5.2. Financial Performance
    • 10.5.3. Product Benchmarking
    • 10.5.4. Recent Development
  • 10.6. Aionics, Inc.
    • 10.6.1. Company Overview
    • 10.6.2. Financial Performance
    • 10.6.3. Product Benchmarking
    • 10.6.4. Recent Development
  • 10.7. Nutonian
    • 10.7.1. Company Overview
    • 10.7.2. Financial Performance
    • 10.7.3. Product Benchmarking
    • 10.7.4. Recent Development
  • 10.8. DeepMaterials
    • 10.8.1. Company Overview
    • 10.8.2. Financial Performance
    • 10.8.3. Product Benchmarking
    • 10.8.4. Recent Development
  • 10.9. Materials Zone
    • 10.9.1. Company Overview
    • 10.9.2. Financial Performance
    • 10.9.3. Product Benchmarking
    • 10.9.4. Recent Development
  • 10.10. Arzeda
    • 10.10.1. Company Overview
    • 10.10.2. Financial Performance
    • 10.10.3. Product Benchmarking
    • 10.10.4. Recent Development
  • 10.11. Phaseshift Technologies
    • 10.11.1. Company Overview
    • 10.11.2. Financial Performance
    • 10.11.3. Product Benchmarking
    • 10.11.4. Recent Development
  • 10.12. ChemOS
    • 10.12.1. Company Overview
    • 10.12.2. Financial Performance
    • 10.12.3. Product Benchmarking
    • 10.12.4. Recent Development