マテリアルズ・インフォマティクス市場 – 2030年までの世界予測

Material Informatics Market - Global Forecast To 2030

マテリアルズ・インフォマティクス市場 - 材料(化学薬品、超合金、固体電解質、複合材料)、技術(統計分析、遺伝的アルゴリズム)、用途(材料発見、製品開発)および地域別 - 2030年までの世界予測
Material Informatics Market by Material (Chemicals, Superalloys, Solid-state Electrolytes, Composites), Technique (Statistical Analysis, Genetic Algorithm), Application (Materials Discovery, Product Development) and Region - Global Forecast to 2030

商品番号 : SMB-28161

出版社MarketsandMarkets
出版年月2025年3月
ページ数227
図表数288
価格タイプシングルユーザライセンス
価格USD 4,950
種別英文調査報告書

世界のマテリアルズ・インフォマティクス市場は予測期間中に 19.2% の CAGR で成長し、2025年の1億7,040万米ドルから 2030年には4億1,040万米ドルに成長するとMarketsandMarketsでは予測しています。

持続可能な材料に対する需要の高まりは、マテリアルズ・インフォマティクスの市場成長に大きく貢献しています。持続可能性が産業界の間で重要性を増すにつれて、生産者はマテリアルズ・インフォマティクスを使用して、環境フットプリントの少ない材料の調査・発見しています。ただし、データ量とデータ品質が不十分であることが、マテリアルズ・インフォマティクスの成長における課題となっています。

「マテリアルズ・インフォマティクス市場 – 材料(化学薬品、超合金、固体電解質、複合材料)、技術(統計分析、遺伝的アルゴリズム)、用途(材料発見、製品開発)および地域別 – 2030年までの世界予測 – Material Informatics Market by Material (Chemicals, Superalloys, Solid-state Electrolytes, Composites), Technique (Statistical Analysis, Genetic Algorithm), Application (Materials Discovery, Product Development) and Region – Global Forecast to 2030」はマテリアルズ・インフォマティクス(材料情報科学)の世界市場を調査し、主要セグメント別に分析・予測したMarketsandMarketsの市場調査レポートです。

主な掲載内容

  • 市場概観
    • 市場力学
    • バリューチェーン分析
    • エコシステム分析
    • 価格分析
    • 顧客のビジネスに影響を与える動向/ディスラプション
    • 技術
      • 主要技術
      • 補完技術
      • 隣接技術
    • ファイブフォース分析
    • 主要ステークホルダーと購入基準
    • ケーススタディ分析
    • 投資と資金調達シナリオ
    • 特許分析
    • 主要会議&イベント 2025年
    • 法規制環境
    • 人工知能/生成AIがマテリアルズインフォマティクス市場に与える影響
  • マテリアルズインフォマティクス:重要技術とツール
    • 統計分析
    • 遺伝的アルゴリズム
    • その他
  • マテリアルズインフォマティクスの用途
    • 材料と発見と設計
    • 材料の特長付け
    • 材料のライフサイクル管理
  • マテリアルズインフォマティクス市場:材料タイプ
    • 素子
    • 化学品
    • その他の材料
  • マテリアルズインフォマティクス市場:産業
    • 化学&製薬
    • 材料科学
    • 製造業
    • フードサイエンス
    • エネルギー
    • その他の産業
  • 地域
    • 北米
      • 米国
      • カナダ
      • メキシコ
    • 欧州
      • 英国
      • ドイツ
      • フランス
      • イタリア
      • その他の欧州
    • アジア太平洋地域
      • 中国
      • 日本
      • 韓国
      • その他のアジア太平洋地域
    • その他の地域(RoW)
      • 中東&アフリカ
      • 南米

Report Overview

The global material informatics market is expected to grow from USD 170.4 million in 2025 to USD 410.4 million in 2030 at a CAGR of 19.2% over the forecast period. Growing need for sustainable materials is strongly contributing to the market growth of materials informatics. As sustainability is gaining importance among industries, producers are using materials informatics to investigate and discover materials with a lower environmental footprint. However insufficient data volume and data quality poses a challenge in material informatics growth.

マテリアルズ・インフォマティクス市場 - 2030年までの世界予測
material-informatics-market

“Elements segment is expected to witness highest CAGR during the forecasted period in material informatics market.”

The elements segment is expected to have the highest CAGR in the material informatics market due to a few critical factors. Growth in the usage of high-tech materials in the aerospace, automobile, energy, and electronics industries is pushing for new metals and alloys that promise better performance, longevity, and sustainability. Superalloys specifically are critical to harsh environments like jet engines and power generation units, requiring an accelerated push in material informatics. Moreover, the increasing use of solid-state electrolytes in future energy storage technologies, such as solid-state batteries for electric vehicles and solar and wind energy, is fueling research and development processes. Machine learning algorithms within material informatics are changing the game in the discovery and optimization of such materials by saving enormous amounts of time needed in design and experimentation.

“Material science segment is likely to witness highest CAGR in material informatics market during forecasted period.”

Material science is expected to exhibit the highest CAGR in the materials informatics market due to the increasing demand for accelerated material discovery and innovation. With artificial intelligence and machine learning, researchers can evaluate enormous amounts of data, make predictions about material properties, and tailor formulations to make experimentation and simulation much faster. Investments by the government and private sector in next-generation materials, including high-performance alloys, nanomaterials, and sustainable substitutes, further fuel the use of materials informatics. The development of automated laboratories and high-throughput screening methods has also accelerated dependence on materials informatics to effectively process and interpret experimental data. Intersectoral collaboration between industry and academia is another critical factor, with industries looking for novel materials for niche applications.

“Asia Pacific is expected to hold the second largest market share of the material informatics market during forecasted period”.

The region includes economies like China, Japan, South Korea, and India, each of which boasts robust manufacturing and research strengths in materials science, semiconductors, and advanced materials. The governments of all these nations proactively invest in artificial intelligence, machine learning, and big data analytics, without which material informatics cannot exist. Moreover, the concentration of top electronics, automotive, and pharmaceutical industries in the region fuels the need for advanced materials, which requires quicker and more effective material discovery and development. The intense academic and industrial cooperation in the region also speeds up innovations in material informatics.

マテリアルズ・インフォマティクス市場 - 2030年までの世界予測 region
material-informatics-market-region

Breakdown of primaries

The study contains insights from various industry experts, ranging from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:

  • By Company Type – Tier 1 – 40%, Tier 2 – 35%, Tier 3 – 25%
  • By Designation— C-level Executives – 48%, Directors – 33%, Others – 19%
  • By Region—North America – 35%, Europe – 18%, Asia Pacific – 40%, RoW – 7%

The material informatics market is dominated by a few globally established players such as players Schrödinger, Inc. (US), Dassault Systèmes (France), Exabyte Inc. (US), Citrine Informatics (India), Phaseshift Technologies (Canada), and AI Materia (Canada). The study includes an in-depth competitive analysis of these key players in the pharmaceutical manufacturing equipment market, with their company profiles, recent developments, and key market strategies.

マテリアルズ・インフォマティクス市場 - 2030年までの世界予測 ecosystem
material-informatics-market-ecosystem

Research Coverage:

The report segments the material informatics market and forecasts its size by material type, end user, and region. The report also discusses the drivers, restraints, opportunities, and challenges pertaining to the market. It gives a detailed view of the market across four main regions—North America, Europe, Asia Pacific, and RoW. Supply chain analysis has been included in the report, along with the key players and their competitive analysis in the material informatics ecosystem.

Key Benefits to Buy the Report:

  • Analysis of key drivers (Increasing reliance on AI technology to speed up material discovery and deployment, rising government initiatives to provide low-cost clean energy materials, Growing focus on mitigating climate change and environmental pollution). Restraint (Shortage of technical experts, High costs of maintenance and services), Opportunity (Emerging applications of large language models (LLMs) in material development, Ease of building material databases using digital technologies), Challenges (Insufficient data volume and quality).
  • Product Development/Innovation: Detailed insights on upcoming technologies, research and development activities, and new product launches in the material informatics market.
  • Market Development: Comprehensive information about lucrative markets – the report analyses the material informatics market across varied regions
  • Market Diversification: Exhaustive information about new products and services, untapped geographies, recent developments, and investments in the material informatics market.
  • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players Schrödinger, Inc. (US), Dassault Systèmes (France), Exabyte Inc. (US), Citrine Informatics (US), Phaseshift Technologies (Canada), and AI Materia (Canada) among others in the material informatics market.

Table of Contents

1               INTRODUCTION              22

1.1           STUDY OBJECTIVES       22

1.2           MARKET DEFINITION   22

1.3           STUDY SCOPE   23

1.3.1        MARKETS COVERED AND REGIONAL SCOPE      23

1.3.2        INCLUSIONS AND EXCLUSIONS 24

1.3.3        YEARS CONSIDERED      24

1.4           CURRENCY CONSIDERED            24

1.5           LIMITATIONS    25

1.6           STAKEHOLDERS               25

1.7           SUMMARY OF CHANGES               25

2               RESEARCH METHODOLOGY       26

2.1           RESEARCH DATA              26

2.1.1        SECONDARY DATA          27

2.1.1.1    List of key secondary sources              27

2.1.1.2    Key data from secondary sources       28

2.1.2        PRIMARY DATA 28

2.1.2.1    Breakdown of primaries      28

2.1.2.2    List of primary interview participants               29

2.1.2.3    Key data from primary sources           29

2.1.2.4    Key industry insights           30

2.1.3        SECONDARY AND PRIMARY RESEARCH 31

2.2           MARKET SIZE ESTIMATION         31

2.2.1        BOTTOM-UP APPROACH              32

2.2.1.1    Approach to arrive at market size using bottom-up analysis

(demand side)       32

2.2.2        TOP-DOWN APPROACH                33

2.2.2.1    Approach to arrive at market size using top-down analysis

(supply side)         33

2.3           MARKET BREAKDOWN AND DATA TRIANGULATION                 35

2.4           RESEARCH ASSUMPTIONS           36

2.5           RESEARCH LIMITATIONS             36

2.6           RISK ANALYSIS  37

3               EXECUTIVE SUMMARY  38

4               PREMIUM INSIGHTS       41

4.1           ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN MATERIAL INFORMATICS MARKET          41

4.2           MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE                 41

4.3           MATERIAL INFORMATICS MARKET, BY INDUSTRY                 42

4.4           MATERIAL INFORMATICS MARKET, BY COUNTRY                 42

5               MARKET OVERVIEW       43

5.1           INTRODUCTION              43

5.2           MARKET DYNAMICS       43

5.2.1        DRIVERS               44

5.2.1.1    Increasing reliance on AI technology to speed up material discovery and development 44

5.2.1.2    Rising government initiatives to provide low-cost clean

energy materials   44

5.2.1.3    Growing focus on mitigating climate change and

environmental pollution      44

5.2.2        RESTRAINTS      45

5.2.2.1    Shortage of technical experts              45

5.2.2.2    High costs of maintenance and services            46

5.2.3        OPPORTUNITIES              46

5.2.3.1    Emerging applications of large language models (LLMs) in

material development           46

5.2.3.2    Ease of building material databases using digital technologies                 47

5.2.4        CHALLENGES    47

5.2.4.1    Insufficient data volume and quality 47

5.3           VALUE CHAIN ANALYSIS               48

5.4           ECOSYSTEM ANALYSIS  50

5.5           PRICING ANALYSIS          52

5.5.1        AVERAGE SUBSCRIPTION PRICE OF MATERIAL INFORMATICS PLATFORMS OFFERED BY MAT3RA BASED ON ACCOUNT MEMBERS, 2024           52

5.6           TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS            53

5.7           TECHNOLOGY ANALYSIS             54

5.7.1        KEY TECHNOLOGIES     54

5.7.1.1    Artificial intelligence (AI) and machine learning (ML) 54

5.7.1.2    High-performance computing (HPC)               55

5.7.2        COMPLEMENTARY TECHNOLOGIES       55

5.7.2.1    Internet of Things (IoT)     55

5.7.2.2    Cloud computing and storage             55

5.7.3        ADJACENT TECHNOLOGIES       56

5.7.3.1    Polymer informatics             56

5.7.3.2    Chemical informatics           56

5.7.3.3    Bioinformatics      56

5.8           PORTER’S FIVE FORCES ANALYSIS           57

5.8.1        INTENSITY OF COMPETITIVE RIVALRY 58

5.8.2        BARGAINING POWER OF SUPPLIERS       58

5.8.3        BARGAINING POWER OF BUYERS             58

5.8.4        THREAT OF SUBSTITUTES          58

5.8.5        THREAT OF NEW ENTRANTS      58

5.9           KEY STAKEHOLDERS AND BUYING CRITERIA     59

5.9.1        KEY STAKEHOLDERS IN BUYING PROCESS           59

5.9.2        BUYING CRITERIA           60

5.10         CASE STUDY ANALYSIS 61

5.10.1      CITRINE INFORMATICS PROVIDES AI-DRIVEN CITRINE PLATFORM TO KCARBON TO PROCESS CARBON FIBERS                 61

5.10.2      ALKIMAT ADOPTS EXPONENTIAL TECHNOLOGIES’ XT SAAM SOLUTION TO OPTIMIZE PRODUCTION WORKFLOW AND REDUCE LEAD TIMES AND DEVELOPMENT COSTS                 61

5.10.3      MATERIALSZONE OFFERS MIP TOOL FOR INDUSTRIES AND COMPANIES TO OVERCOME CHALLENGES WHILE PRODUCING INNOVATIVE PLASTICS     62

5.10.4      BIOVIA’S MATERIAL INFORMATICS PLATFORM HELPS BOEING VIRTUALLY ANALYZE DURABILITY, ADHESION, AND CORROSION RESISTANCE OF COATING FORMULATIONS                 62

5.11         INVESTMENT AND FUNDING SCENARIO               63

5.12         PATENT ANALYSIS          64

5.13         KEY CONFERENCES AND EVENTS, 2025  66

5.14         REGULATORY LANDSCAPE         67

5.14.1      REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS  68

5.14.2      STANDARDS      70

5.15         IMPACT OF AI/GEN AI ON MATERIAL INFORMATICS MARKET               70

5.15.1      INTRODUCTION              70

5.15.2      USE CASES           71

6               MATERIAL INFORMATICS: PROMINENT TECHNIQUES AND TOOLS       72

6.1           INTRODUCTION              72

6.2           STATISTICAL ANALYSIS                72

6.3           GENETIC ALGORITHMS                 73

6.4           OTHERS                73

7               APPLICATIONS OF MATERIAL INFORMATICS     75

7.1           INTRODUCTION              75

7.2           MATERIAL DISCOVERY & DESIGN            76

7.3           MATERIAL CHARACTERIZATION              76

7.4           MATERIAL LIFECYCLE MANAGEMENT   76

8               MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE                 77

8.1           INTRODUCTION              78

8.2           ELEMENTS          79

8.2.1        RAPID DEVELOPMENT, DISCOVERY, AND ANALYSIS BENEFITS

TO SPUR DEMAND          79

8.3           CHEMICALS        81

8.3.1        ABILITY TO OPTIMIZE CATALYSTS AND ENHANCE PROCESS EFFICIENCY TO FOSTER SEGMENTAL GROWTH                 81

8.4           OTHER MATERIALS        84

9               MATERIAL INFORMATICS MARKET, BY INDUSTRY                 86

9.1           INTRODUCTION              87

9.2           CHEMICALS & PHARMACEUTICALS         89

9.2.1        GROWING FOCUS ON ACCELERATING THERAPEUTIC DRUG AND

VACCINE DISCOVERY TO BOOST SEGMENTAL GROWTH                 89

9.3           MATERIALS SCIENCE     92

9.3.1        INCREASING PURSUIT OF MATERIALS WITH DESIRABLE PROPERTIES TO AUGMENT SEGMENTAL GROWTH         92

9.4           MANUFACTURING          97

9.4.1        RISING INNOVATION IN HYBRID MATERIALS, COMPOSITES, AND ALLOYS TO FUEL SEGMENTAL GROWTH                 97

9.5           FOOD SCIENCE 101

9.5.1        INCREASING NEED FOR EFFICIENT ANALYSIS OF FOOD CONSTITUENTS THROUGH STATISTICAL QUALITY CONTROL TO BOOST SEGMENTAL GROWTH           101

9.6           ENERGY                104

9.6.1        RISING EMPHASIS ON SUSTAINABLE ENERGY PRODUCTION AND STORAGE TO BOLSTER SEGMENTAL GROWTH             104

9.7           OTHER INDUSTRIES       107

10            MATERIAL INFORMATICS MARKET, BY REGION                 111

10.1         INTRODUCTION              112

10.2         NORTH AMERICA             114

10.2.1      MACROECONOMIC OUTLOOK FOR NORTH AMERICA                 114

10.2.2      US           118

10.2.2.1  Strong focus on developing lightweight materials in automotive and aerospace sectors to boost market growth 118

10.2.3      CANADA               120

10.2.3.1  Government regulations to reduce plastic wastes to create opportunities for market players        120

10.2.4      MEXICO                121

10.2.4.1  Rise in semiconductor and electronics manufacturing to augment market growth       121

10.3         EUROPE               123

10.3.1      MACROECONOMIC OUTLOOK FOR EUROPE      123

10.3.2      UK          127

10.3.2.1  Rising deployment of connected and autonomous vehicles to support market growth        127

10.3.3      GERMANY           128

10.3.3.1  Increasing investment in smart manufacturing technologies to bolster market growth          128

10.3.4      FRANCE                130

10.3.4.1  Booming additive manufacturing sector to fuel market growth                 130

10.3.5      ITALY    132

10.3.5.1  Increasing adoption of advanced data analytics and AI technologies in materials science to drive market            132

10.3.6      REST OF EUROPE             134

10.4         ASIA PACIFIC     135

10.4.1      MACROECONOMIC OUTLOOK FOR ASIA PACIFIC                 135

10.4.2      CHINA  139

10.4.2.1  Rising export of manufactured goods to stimulate market growth                 139

10.4.3      JAPAN   140

10.4.3.1  Growing vehicle production to contribute to market growth                 140

10.4.4      SOUTH KOREA  142

10.4.4.1  Thriving electronics & semiconductor industry to drive market                 142

10.4.5      REST OF ASIA PACIFIC   144

10.5         ROW      146

10.5.1      MACROECONOMIC OUTLOOK FOR ROW              146

10.5.2      MIDDLE EAST & AFRICA                148

10.5.2.1  Increasing automobile sales and production volume to stimulate market growth       148

10.5.2.2  GCC countries      150

10.5.2.3  Africa & Rest of Middle East               150

10.5.3      SOUTH AMERICA             151

10.5.3.1  Brazil      152

10.5.3.1.1                Rising deployment of AI, ML, and data analytics technologies in materials science to accelerate

market growth       152

10.5.3.2  Rest of South America         153

11            COMPETITIVE LANDSCAPE         154

11.1         OVERVIEW          154

11.2         KEY PLAYERS STRATEGIES/RIGHT TO WIN, 2021–2024                 154

11.3         REVENUE ANALYSIS, 2019–2023  156

11.4         MARKET SHARE ANALYSIS, 2024                 157

11.5         COMPANY VALUATION AND FINANCIAL METRICS, 2024                 160

11.6         PRODUCT COMPARISON              162

11.7         COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024                 163

11.7.1      STARS   163

11.7.2      EMERGING LEADERS     163

11.7.3      PERVASIVE PLAYERS      163

11.7.4      PARTICIPANTS 163

11.7.5      COMPANY FOOTPRINT: KEY PLAYERS, 2024         165

11.7.5.1  Company footprint               165

11.7.5.2  Region footprint   166

11.7.5.3  Material type footprint         167

11.7.5.4  Industry footprint 168

11.8         COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024        169

11.8.1      PROGRESSIVE COMPANIES         169

11.8.2      RESPONSIVE COMPANIES            169

11.8.3      DYNAMIC COMPANIES  169

11.8.4      STARTING BLOCKS         169

11.8.5      COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024                 171

11.8.5.1  Detailed list of key startups/SMES   171

11.8.5.2  Competitive benchmarking of key startups/SMEs          171

11.9         COMPETITIVE SCENARIO             172

11.9.1      PRODUCT LAUNCHES   172

11.9.2      DEALS  173

11.9.3      EXPANSIONS     177

11.9.4      OTHER DEVELOPMENTS              178

12            COMPANY PROFILES      179

12.1         KEY PLAYERS     179

12.1.1      SCHRÖDINGER, INC.      179

12.1.1.1  Business overview 179

12.1.1.2  Products/Solutions/Services offered 181

12.1.1.3  Recent developments           183

12.1.1.3.1                Deals      183

12.1.1.4  MnM view              184

12.1.1.4.1                Key strengths/Right to win 184

12.1.1.4.2                Strategic choices   184

12.1.1.4.3                Weaknesses/Competitive threats       185

12.1.2      DASSAULT SYSTÈMES   186

12.1.2.1  Business overview 186

12.1.2.2  Products/Solutions/Services offered 188

12.1.2.3  MnM view              188

12.1.2.3.1                Key strengths/Right to win 188

12.1.2.3.2                Strategic choices   188

12.1.2.3.3                Weaknesses/Competitive threats       188

12.1.3      EXABYTE INC.   189

12.1.3.1  Business overview 189

12.1.3.2  Products/Solutions/Services offered 189

12.1.3.3  Recent developments           190

12.1.3.3.1                Developments       190

12.1.3.4  MnM view              190

12.1.3.4.1                Key strengths/Right to win 190

12.1.3.4.2                Strategic choices   190

12.1.3.4.3                Weaknesses/Competitive threats       190

12.1.4      CITRINE INFORMATICS 191

12.1.4.1  Business overview 191

12.1.4.2  Products/Solutions/Services offered 191

12.1.4.3  Recent developments           192

12.1.4.3.1                Product launches  192

12.1.4.3.2                Deals      192

12.1.4.3.3                Other developments             195

12.1.4.4  MnM view              195

12.1.4.4.1                Key strengths/Right to win 195

12.1.4.4.2                Strategic choices   196

12.1.4.4.3                Weaknesses/Competitive threats       196

12.1.5      PHASESHIFT TECHNOLOGIES   197

12.1.5.1  Business overview 197

12.1.5.2  Products/Solutions/Services offered 197

12.1.5.3  Recent developments           198

12.1.5.3.1                Developments       198

12.1.5.4  MnM view              198

12.1.5.4.1                Key strengths/Right to win 198

12.1.5.4.2                Strategic choices   198

12.1.5.4.3                Weaknesses/Competitive threats       198

12.1.6      AI MATERIA        199

12.1.6.1  Business overview 199

12.1.6.2  Products/Solutions/Services offered 199

12.1.7      HITACHI HIGH-TECH CORPORATION    200

12.1.7.1  Business overview 200

12.1.7.2  Products/Solutions/Services offered 201

12.1.8      KEBOTIX, INC.   202

12.1.8.1  Business overview 202

12.1.8.2  Products/Solutions/Services offered 202

12.1.8.3  Recent developments           203

12.1.8.3.1                Deals      203

12.1.8.3.2                Expansions             204

12.1.8.3.3                Other developments             204

12.1.9      MATERIALSZONE             205

12.1.9.1  Business overview 205

12.1.9.2  Products/Solutions/Services offered 205

12.1.9.3  Recent developments           206

12.1.9.3.1                Product launches  206

12.1.9.3.2                Other developments             206

12.1.10   MATERIALS DESIGN, INC.             207

12.1.10.1                 Business overview 207

12.1.10.2                 Products/Solutions/Services offered 207

12.1.10.3                 Recent developments           208

12.1.10.3.1             Product launches  208

12.1.10.3.2             Deals      208

12.2         OTHER PLAYERS              209

12.2.1      ALBERTINVENT                209

12.2.2      EXOMATTER GMBH        210

12.2.3      EXPONENTIAL TECHNOLOGIES LTD.    210

12.2.4      INNOPHORE      211

12.2.5      INTELLEGENS LIMITED                211

12.2.6      KITWARE, INC   212

12.2.7      NOBLEAI              213

12.2.8      MATERIALSIN   213

12.2.9      REVVITY               214

12.2.10   POLYMERIZE     215

12.2.11   PREFERRED COMPUTATIONAL CHEMISTRY       216

12.2.12   QUESTEK INNOVATIONS LLC    217

12.2.13   SIMREKA              218

12.2.14   TILDE MATERIALS INFORMATICS            219

12.2.15   UNCOUNTABLE                219

13            APPENDIX           220

13.1         INSIGHTS FROM INDUSTRY EXPERTS     220

13.2         DISCUSSION GUIDE        221

13.3         KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL                223

13.4         CUSTOMIZATION OPTIONS        225

13.5         RELATED REPORTS         225

13.6         AUTHOR DETAILS           226

LIST OF TABLES

TABLE 1                LIST OF KEY SECONDARY SOURCES        27

TABLE 2                LIST OF PRIMARY INTERVIEW PARTICIPANTS                 29

TABLE 3                MATERIAL INFORMATICS MARKET: RESEARCH LIMITATIONS    37

TABLE 4                ROLE OF COMPANIES IN MATERIAL INFORMATICS ECOSYSTEM        51

TABLE 5                AVERAGE SUBSCRIPTION PRICE OF MATERIAL INFORMATICS PLATFORMS OFFERED BY MAT3RA BASED ON ACCOUNT MEMBERS, 2024 (USD)             52

TABLE 6                PORTER’S FIVE FORCES ANALYSIS           57

TABLE 7                INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 INDUSTRIES (%)    59

TABLE 8                KEY BUYING CRITERIA FOR TOP 3 INDUSTRIES                 60

TABLE 9                LIST OF KEY PATENTS, 2021–2024              65

TABLE 10              LIST OF KEY CONFERENCES AND EVENTS, 2025                 66

TABLE 11              NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS  68

TABLE 12              EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS  68

TABLE 13              ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS  69

TABLE 14              ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS  69

TABLE 15              SAFETY STANDARDS      70

TABLE 16              MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE, 2021–2024 (USD MILLION)         78

TABLE 17              MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE, 2025–2030 (USD MILLION)         79

TABLE 18              ELEMENTS: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            80

TABLE 19              ELEMENTS: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            80

TABLE 20              ELEMENTS: MATERIAL INFORMATICS MARKET, BY REGION,

2021–2024 (USD MILLION)            81

TABLE 21              ELEMENTS: MATERIAL INFORMATICS MARKET, BY REGION,

2025–2030 (USD MILLION)            81

TABLE 22             CHEMICALS: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            82

TABLE 23             CHEMICALS: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            83

TABLE 24             CHEMICALS: MATERIAL INFORMATICS MARKET, BY REGION,

2021–2024 (USD MILLION)            83

TABLE 25             CHEMICALS: MATERIAL INFORMATICS MARKET, BY REGION,

2025–2030 (USD MILLION)            83

TABLE 26              OTHER MATERIALS: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            84

TABLE 27              OTHER MATERIALS: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            84

TABLE 28              OTHER MATERIALS: MATERIAL INFORMATICS MARKET, BY REGION,

2021–2024 (USD MILLION)            85

TABLE 29              OTHER MATERIALS: MATERIAL INFORMATICS MARKET, BY REGION,

2025–2030 (USD MILLION)            85

TABLE 30              MATERIAL INFORMATICS MARKET, BY INDUSTRY, 2021–2024 (USD MILLION)    88

TABLE 31              MATERIAL INFORMATICS MARKET, BY INDUSTRY, 2025–2030 (USD MILLION)    89

TABLE 32              CHEMICALS & PHARMACEUTICALS: MATERIAL INFORMATICS MARKET,

BY MATERIAL TYPE, 2021–2024 (USD MILLION)  90

TABLE 33              CHEMICALS & PHARMACEUTICALS: MATERIAL INFORMATICS MARKET,

BY MATERIAL TYPE, 2025–2030 (USD MILLION)  90

TABLE 34              CHEMICALS & PHARMACEUTICALS: MATERIAL INFORMATICS MARKET, BY REGION, 2021–2024 (USD MILLION)                 90

TABLE 35              CHEMICALS & PHARMACEUTICALS: MATERIAL INFORMATICS MARKET, BY REGION, 2025–2030 (USD MILLION)                 91

TABLE 36              CHEMICALS & PHARMACEUTICALS: MATERIAL INFORMATICS MARKET FOR CHEMICALS, BY REGION, 2021–2024 (USD MILLION) 91

TABLE 37              CHEMICALS & PHARMACEUTICALS: MATERIAL INFORMATICS MARKET FOR CHEMICALS, BY REGION, 2025–2030 (USD MILLION) 91

TABLE 38              CHEMICALS & PHARMACEUTICALS: MATERIAL INFORMATICS MARKET FOR

OTHER MATERIALS, BY REGION, 2021–2024 (USD MILLION)                 92

TABLE 39              CHEMICALS & PHARMACEUTICALS: MATERIAL INFORMATICS MARKET FOR

OTHER MATERIALS, BY REGION, 2025–2030 (USD MILLION)                 92

TABLE 40              MATERIALS SCIENCE: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE, 2021–2024 (USD MILLION)                 93

TABLE 41              MATERIALS SCIENCE: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE, 2025–2030 (USD MILLION)                 94

TABLE 42              MATERIALS SCIENCE: MATERIAL INFORMATICS MARKET, BY REGION,

2021–2024 (USD MILLION)            94

TABLE 43              MATERIALS SCIENCE: MATERIAL INFORMATICS MARKET, BY REGION,

2025–2030 (USD MILLION)            94

TABLE 44              MATERIALS SCIENCE: MATERIAL INFORMATICS MARKET FOR ELEMENTS,

BY REGION, 2021–2024 (USD MILLION)   95

TABLE 45              MATERIALS SCIENCE: MATERIAL INFORMATICS MARKET FOR ELEMENTS,

BY REGION, 2025–2030 (USD MILLION)   95

TABLE 46              MATERIALS SCIENCE: MATERIAL INFORMATICS MARKET FOR CHEMICALS,

BY REGION, 2021–2024 (USD MILLION)   95

TABLE 47              MATERIALS SCIENCE: MATERIAL INFORMATICS MARKET FOR CHEMICALS,

BY REGION, 2025–2030 (USD MILLION)   96

TABLE 48              MATERIALS SCIENCE: MATERIAL INFORMATICS MARKET FOR OTHER MATERIALS, BY REGION, 2021–2024 (USD MILLION)            96

TABLE 49              MATERIALS SCIENCE: MATERIAL INFORMATICS MARKET FOR OTHER MATERIALS, BY REGION, 2025–2030 (USD MILLION)            96

TABLE 50              MANUFACTURING: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            98

TABLE 51              MANUFACTURING: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            98

TABLE 52              MANUFACTURING: MATERIAL INFORMATICS MARKET, BY REGION,

2021–2024 (USD MILLION)            99

TABLE 53              MANUFACTURING: MATERIAL INFORMATICS MARKET, BY REGION,

2025–2030 (USD MILLION)            99

TABLE 54              MANUFACTURING: MATERIAL INFORMATICS MARKET FOR ELEMENTS, BY REGION, 2021–2024 (USD MILLION)                 99

TABLE 55              MANUFACTURING: MATERIAL INFORMATICS MARKET FOR ELEMENTS, BY REGION, 2025–2030 (USD MILLION)                 100

TABLE 56              MANUFACTURING: MATERIAL INFORMATICS MARKET FOR CHEMICALS, BY REGION, 2021–2024 (USD MILLION)            100

TABLE 57              MANUFACTURING: MATERIAL INFORMATICS MARKET FOR CHEMICALS, BY REGION, 2025–2030 (USD MILLION)            100

TABLE 58              MANUFACTURING: MATERIAL INFORMATICS MARKET FOR OTHER MATERIALS,

BY REGION, 2021–2024 (USD MILLION)   101

TABLE 59              MANUFACTURING: MATERIAL INFORMATICS MARKET FOR OTHER MATERIALS,

BY REGION, 2025–2030 (USD MILLION)   101

TABLE 60              FOOD SCIENCE: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            102

TABLE 61              FOOD SCIENCE: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            102

TABLE 62              FOOD SCIENCE: MATERIAL INFORMATICS MARKET, BY REGION,

2021–2024 (USD MILLION)            102

TABLE 63              FOOD SCIENCE: MATERIAL INFORMATICS MARKET, BY REGION,

2025–2030 (USD MILLION)            103

TABLE 64              FOOD SCIENCE: MATERIAL INFORMATICS MARKET FOR OTHER MATERIALS,

BY REGION, 2021–2024 (USD MILLION)   103

TABLE 65              FOOD SCIENCE: MATERIAL INFORMATICS MARKET FOR OTHER MATERIALS,

BY REGION, 2025–2030 (USD MILLION)   103

TABLE 66              ENERGY: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            104

TABLE 67              ENERGY: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            104

TABLE 68              ENERGY: MATERIAL INFORMATICS MARKET, BY REGION,

2021–2024 (USD MILLION)            105

TABLE 69              ENERGY: MATERIAL INFORMATICS MARKET, BY REGION,

2025–2030 (USD MILLION)            105

TABLE 70              ENERGY: MATERIAL INFORMATICS MARKET FOR CHEMICALS, BY REGION,

2021–2024 (USD MILLION)            105

TABLE 71              ENERGY: MATERIAL INFORMATICS MARKET FOR CHEMICALS, BY REGION,

2025–2030 (USD MILLION)            106

TABLE 72              ENERGY: MATERIAL INFORMATICS MARKET FOR OTHER MATERIALS, BY REGION, 2021–2024 (USD MILLION)                 106

TABLE 73              ENERGY: MATERIAL INFORMATICS MARKET FOR OTHER MATERIALS, BY REGION, 2025–2030 (USD MILLION)                 106

TABLE 74              OTHER INDUSTRIES: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE, 2021–2024 (USD MILLION)                 107

TABLE 75              OTHER INDUSTRIES: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE, 2025–2030 (USD MILLION)                 107

TABLE 76              OTHER INDUSTRIES: MATERIAL INFORMATICS MARKET, BY REGION,

2021–2024 (USD MILLION)            108

TABLE 77              OTHER INDUSTRIES: MATERIAL INFORMATICS MARKET, BY REGION,

2025–2030 (USD MILLION)            108

TABLE 78              OTHER INDUSTRIES: MATERIAL INFORMATICS MARKET FOR ELEMENTS,

BY REGION, 2021–2024 (USD MILLION)   108

TABLE 79              OTHER INDUSTRIES: MATERIAL INFORMATICS MARKET FOR ELEMENTS,

BY REGION, 2025–2030 (USD MILLION)   109

TABLE 80              OTHER INDUSTRIES: MATERIAL INFORMATICS MARKET FOR CHEMICALS,

BY REGION, 2021–2024 (USD MILLION)   109

TABLE 81              OTHER INDUSTRIES: MATERIAL INFORMATICS MARKET FOR CHEMICALS,

BY REGION, 2025–2030 (USD MILLION)   109

TABLE 82              OTHER INDUSTRIES: MATERIAL INFORMATICS MARKET FOR OTHER MATERIALS,

BY REGION, 2021–2024 (USD MILLION)   110

TABLE 83              OTHER INDUSTRIES: MATERIAL INFORMATICS MARKET FOR OTHER MATERIALS,

BY REGION, 2025–2030 (USD MILLION)   110

TABLE 84              MATERIAL INFORMATICS MARKET, BY REGION, 2021–2024 (USD MILLION)            113

TABLE 85              MATERIAL INFORMATICS MARKET, BY REGION, 2025–2030 (USD MILLION)            113

TABLE 86              NORTH AMERICA: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            116

TABLE 87              NORTH AMERICA: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            116

TABLE 88              NORTH AMERICA: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            116

TABLE 89              NORTH AMERICA: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            117

TABLE 90              NORTH AMERICA: MATERIAL INFORMATICS MARKET, BY COUNTRY,

2021–2024 (USD MILLION)            117

TABLE 91              NORTH AMERICA: MATERIAL INFORMATICS MARKET, BY COUNTRY,

2025–2030 (USD MILLION)            117

TABLE 92              US: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            118

TABLE 93              US: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            119

TABLE 94              US: MATERIAL INFORMATICS MARKET, BY INDUSTRY, 2021–2024 (USD MILLION)    119

TABLE 95              US: MATERIAL INFORMATICS MARKET, BY INDUSTRY, 2025–2030 (USD MILLION)    119

TABLE 96              CANADA: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            120

TABLE 97              CANADA: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            120

TABLE 98              CANADA: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            121

TABLE 99              CANADA: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            121

TABLE 100            MEXICO: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            122

TABLE 101            MEXICO: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            122

TABLE 102            MEXICO: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            122

TABLE 103            MEXICO: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            123

TABLE 104            EUROPE: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            125

TABLE 105            EUROPE: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            125

TABLE 106            EUROPE: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            125

TABLE 107            EUROPE: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            126

TABLE 108            EUROPE: MATERIAL INFORMATICS MARKET, BY COUNTRY,

2021–2024 (USD MILLION)            126

TABLE 109            EUROPE: MATERIAL INFORMATICS MARKET, BY COUNTRY,

2025–2030 (USD MILLION)            126

TABLE 110            UK: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            127

TABLE 111            UK: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            127

TABLE 112            UK: MATERIAL INFORMATICS MARKET, BY INDUSTRY, 2021–2024 (USD MILLION)    128

TABLE 113            UK: MATERIAL INFORMATICS MARKET, BY INDUSTRY, 2025–2030 (USD MILLION)    128

TABLE 114            GERMANY: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            129

TABLE 115            GERMANY: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            129

TABLE 116            GERMANY: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            129

TABLE 117            GERMANY: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            130

TABLE 118            FRANCE: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            131

TABLE 119            FRANCE: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            131

TABLE 120            FRANCE: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            131

TABLE 121            FRANCE: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            132

TABLE 122            ITALY: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            132

TABLE 123            ITALY: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            133

TABLE 124            ITALY: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            133

TABLE 125            ITALY: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            133

TABLE 126            REST OF EUROPE: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            134

TABLE 127            REST OF EUROPE: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            134

TABLE 128            REST OF EUROPE: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            134

TABLE 129            REST OF EUROPE: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            135

TABLE 130            ASIA PACIFIC: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            137

TABLE 131            ASIA PACIFIC: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            137

TABLE 132            ASIA PACIFIC: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            137

TABLE 133            ASIA PACIFIC: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            138

TABLE 134            ASIA PACIFIC: MATERIAL INFORMATICS MARKET, BY COUNTRY,

2021–2024 (USD MILLION)            138

TABLE 135            ASIA PACIFIC: MATERIAL INFORMATICS MARKET, BY COUNTRY,

2025–2030 (USD MILLION)            138

TABLE 136            CHINA: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            139

TABLE 137            CHINA: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            139

TABLE 138            CHINA: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            140

TABLE 139            CHINA: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            140

TABLE 140            JAPAN: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            141

TABLE 141            JAPAN: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            141

TABLE 142            JAPAN: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            142

TABLE 143            JAPAN: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            142

TABLE 144            SOUTH KOREA: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            143

TABLE 145            SOUTH KOREA: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            143

TABLE 146            SOUTH KOREA: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            143

TABLE 147            SOUTH KOREA: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            144

TABLE 148            REST OF ASIA PACIFIC: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE, 2021–2024 (USD MILLION)            144

TABLE 149            REST OF ASIA PACIFIC: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE, 2025–2030 (USD MILLION)            145

TABLE 150            REST OF ASIA PACIFIC: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            145

TABLE 151            REST OF ASIA PACIFIC: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            145

TABLE 152            ROW: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            146

TABLE 153            ROW: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            146

TABLE 154            ROW: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            147

TABLE 155            ROW: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            147

TABLE 156            ROW: MATERIAL INFORMATICS MARKET, BY REGION, 2021–2024 (USD MILLION)          147

TABLE 157            ROW: MATERIAL INFORMATICS MARKET, BY REGION, 2025–2030 (USD MILLION)          148

TABLE 158            MIDDLE EAST & AFRICA: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE, 2021–2024 (USD MILLION)            148

TABLE 159            MIDDLE EAST & AFRICA: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE, 2025–2030 (USD MILLION)            149

TABLE 160            MIDDLE EAST & AFRICA: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            149

TABLE 161            MIDDLE EAST & AFRICA: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            149

TABLE 162            MIDDLE EAST & AFRICA: MATERIAL INFORMATICS MARKET, BY COUNTRY,

2021–2024 (USD MILLION)            150

TABLE 163            MIDDLE EAST & AFRICA: MATERIAL INFORMATICS MARKET, BY COUNTRY,

2025–2030 (USD MILLION)            150

TABLE 164            SOUTH AMERICA: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2021–2024 (USD MILLION)            151

TABLE 165            SOUTH AMERICA: MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE,

2025–2030 (USD MILLION)            151

TABLE 166            SOUTH AMERICA: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            152

TABLE 167            SOUTH AMERICA: MATERIAL INFORMATICS MARKET, BY INDUSTRY,

2025–2030 (USD MILLION)            152

TABLE 168            SOUTH AMERICA: MATERIAL INFORMATICS MARKET, BY COUNTRY,

2021–2024 (USD MILLION)            153

TABLE 169            SOUTH AMERICA: MATERIAL INFORMATICS MARKET, BY COUNTRY,

2025–2030 (USD MILLION)            153

TABLE 170            MATERIAL INFORMATICS MARKET: OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS, FEBRUARY 2021–DECEMBER 2024                154

TABLE 171            MATERIAL INFORMATICS MARKET: DEGREE OF COMPETITION, 2024       157

TABLE 172            MATERIAL INFORMATICS MARKET: REGION FOOTPRINT       166

TABLE 173            MATERIAL INFORMATICS MARKET: MATERIAL TYPE FOOTPRINT            167

TABLE 174            MATERIAL INFORMATICS MARKET: INDUSTRY FOOTPRINT       168

TABLE 175            MATERIAL INFORMATICS MARKET: DETAILED LIST OF KEY STARTUPS/SMES   171

TABLE 176            MATERIAL INFORMATICS MARKET: COMPETITIVE BENCHMARKING OF

KEY STARTUPS/SMES    171

TABLE 177            MATERIAL INFORMATICS MARKET: PRODUCT LAUNCHES, FEBRUARY 2021−DECEMBER 2024   172

TABLE 178            MATERIAL INFORMATICS MARKET: DEALS, FEBRUARY 2021−DECEMBER 2024            173

TABLE 179            MATERIAL INFORMATICS MARKET: EXPANSIONS, FEBRUARY 2021−

DECEMBER 2024                177

TABLE 180            MATERIAL INFORMATICS MARKET: OTHER DEVELOPMENTS, FEBRUARY 2021−DECEMBER 2024       178

TABLE 181            SCHRÖDINGER, INC.: COMPANY OVERVIEW                 179

TABLE 182            SCHRÖDINGER, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED    181

TABLE 183            SCHRÖDINGER, INC.: DEALS       183

TABLE 184            DASSAULT SYSTÈMES: COMPANY OVERVIEW                 186

TABLE 185            DASSAULT SYSTÈMES: PRODUCTS/SOLUTIONS/SERVICES OFFERED    188

TABLE 186            EXABYTE INC.: COMPANY OVERVIEW    189

TABLE 187            EXABYTE INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED    189

TABLE 188            EXABYTE INC.: DEVELOPMENTS               190

TABLE 189            CITRINE INFORMATICS: COMPANY OVERVIEW                 191

TABLE 190            CITRINE INFORMATICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED    191

TABLE 191            CITRINE INFORMATICS: PRODUCT LAUNCHES                 192

TABLE 192            CITRINE INFORMATICS: DEALS 192

TABLE 193            CITRINE INFORMATICS: OTHER DEVELOPMENTS              195

TABLE 194            PHASESHIFT TECHNOLOGIES: COMPANY OVERVIEW          197

TABLE 195            PHASESHIFT TECHNOLOGIES: PRODUCTS/SOLUTIONS/SERVICES OFFERED    197

TABLE 196            PHASESHIFT TECHNOLOGIES: DEVELOPMENTS                 198

TABLE 197            AI MATERIA: COMPANY OVERVIEW         199

TABLE 198            AI MATERIA: PRODUCTS/SOLUTIONS/SERVICES OFFERED    199

TABLE 199            HITACHI HIGH-TECH CORPORATION: COMPANY OVERVIEW   200

TABLE 200            HITACHI HIGH-TECH CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED    201

TABLE 201            KEBOTIX, INC.: COMPANY OVERVIEW   202

TABLE 202            KEBOTIX, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED    202

TABLE 203            KEBOTIX, INC.: DEALS   203

TABLE 204            KEBOTIX, INC.: EXPANSIONS      204

TABLE 205            KEBOTIX, INC.: OTHER DEVELOPMENTS                 204

TABLE 206            MATERIALSZONE: COMPANY OVERVIEW                 205

TABLE 207            MATERIALSZONE: PRODUCTS/SOLUTIONS/SERVICES OFFERED    205

TABLE 208            MATERIALSZONE: PRODUCT LAUNCHES                 206

TABLE 209            MATERIALSZONE: OTHER DEVELOPMENTS                 206

TABLE 210            MATERIALS DESIGN, INC.: COMPANY OVERVIEW          207

TABLE 211            MATERIALS DESIGN, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED    207

TABLE 212            MATERIALS DESIGN, INC.: PRODUCT LAUNCHES          208

TABLE 213            MATERIALS DESIGN, INC.: DEALS             208

TABLE 214            ALBERTINVENT: COMPANY OVERVIEW 209

TABLE 215            EXOMATTER GMBH: COMPANY OVERVIEW                 210

TABLE 216            EXPONENTIAL TECHNOLOGIES LTD.: COMPANY OVERVIEW   210

TABLE 217            INNOPHORE: COMPANY OVERVIEW       211

TABLE 218            INTELLEGENS LIMITED: COMPANY OVERVIEW                 211

TABLE 219            KITWARE, INC: COMPANY OVERVIEW    212

TABLE 220            NOBLEAI: COMPANY OVERVIEW               213

TABLE 221            MATERIALSIN: COMPANY OVERVIEW    213

TABLE 222            REVVITY: COMPANY OVERVIEW               214

TABLE 223            POLYMERIZE: COMPANY OVERVIEW      215

TABLE 224            PREFERRED COMPUTATIONAL CHEMISTRY: COMPANY OVERVIEW   216

TABLE 225            QUESTEK INNOVATIONS LLC: COMPANY OVERVIEW          217

TABLE 226            SIMREKA: COMPANY OVERVIEW               218

TABLE 227            TILDE MATERIALS INFORMATICS: COMPANY OVERVIEW          219

TABLE 228            UNCOUNTABLE: COMPANY OVERVIEW 219

LIST OF FIGURES

FIGURE 1              MATERIAL INFORMATICS MARKET SEGMENTATION AND REGIONAL SCOPE              23

FIGURE 2              MATERIAL INFORMATICS MARKET: RESEARCH DESIGN                26

FIGURE 3              KEY DATA FROM SECONDARY SOURCES                 28

FIGURE 4              BREAKDOWN OF PRIMARIES      28

FIGURE 5              KEY DATA FROM PRIMARY SOURCES     29

FIGURE 6              KEY INDUSTRY INSIGHTS             30

FIGURE 7              MATERIAL INFORMATICS MARKET: BOTTOM-UP APPROACH  32

FIGURE 8              MATERIAL INFORMATICS MARKET: TOP-DOWN APPROACH         33

FIGURE 9              MATERIAL INFORMATICS MARKET SIZE ESTIMATION METHODOLOGY

(SUPPLY SIDE)  34

FIGURE 10            MATERIAL INFORMATICS MARKET: DATA TRIANGULATION             35

FIGURE 11            MATERIAL INFORMATICS MARKET: RESEARCH ASSUMPTIONS  36

FIGURE 12            MATERIAL INFORMATICS MARKET: RISK ANALYSIS            37

FIGURE 13            ELEMENTS SEGMENT TO ACCOUNT FOR LARGEST SHARE OF

MATERIAL INFORMATICS MARKET IN 2030          38

FIGURE 14            MATERIALS SCIENCE SEGMENT TO EXHIBIT HIGHEST CAGR

DURING FORECAST PERIOD       39

FIGURE 15            ASIA PACIFIC TO RECORD HIGHEST CAGR IN GLOBAL MATERIAL INFORMATICS MARKET BETWEEN 2025 AND 2030              40

FIGURE 16            RISING DEPLOYMENT OF AI TECHNOLOGY TO IMPROVE MATERIALS

DISCOVERY TO DRIVE MARKET                 41

FIGURE 17            ELEMENTS SEGMENT HELD LARGEST SHARE OF MATERIAL

INFORMATICS MARKET IN 2024 41

FIGURE 18            CHEMICALS & PHARMACEUTICALS SEGMENT TO CAPTURE LARGEST

MARKET SHARE IN 2025 42

FIGURE 19            CHINA TO REGISTER HIGHEST CAGR IN GLOBAL MATERIAL INFORMATICS MARKET DURING FORECAST PERIOD         42

FIGURE 20            DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES    43

FIGURE 21            IMPACT ANALYSIS: DRIVERS      45

FIGURE 22            IMPACT ANALYSIS: RESTRAINTS               46

FIGURE 23            IMPACT ANALYSIS: OPPORTUNITIES     47

FIGURE 24            IMPACT ANALYSIS: CHALLENGES             48

FIGURE 25            VALUE CHAIN ANALYSIS               48

FIGURE 26            ECOSYSTEM ANALYSIS  50

FIGURE 27            AVERAGE SUBSCRIPTION PRICE OF MATERIAL INFORMATICS PLATFORMS OFFERED BY MAT3RA BASED ON ACCOUNT MEMBERS, 2024           52

FIGURE 28            TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS   54

FIGURE 29            PORTER’S FIVE FORCES ANALYSIS           57

FIGURE 30            INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 INDUSTRIES            59

FIGURE 31            KEY BUYING CRITERIA FOR TOP 3 INDUSTRIES                 60

FIGURE 32            INVESTMENT AND FUNDING SCENARIO, 2020–2024        63

FIGURE 33            PATENTS APPLIED AND GRANTED, 2015–2024                 64

FIGURE 34            GEN AI/AI USE CASES     71

FIGURE 35            TECHNIQUES AND TOOLS RELATED TO MATERIAL INFORMATICS            72

FIGURE 36            APPLICATIONS OF MATERIAL INFORMATICS                 75

FIGURE 37            MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE               78

FIGURE 38            ELEMENTS SEGMENT TO DOMINATE MATERIAL INFORMATICS MARKET FROM 2025 TO 2030          78

FIGURE 39            NORTH AMERICA TO HOLD LARGEST SHARE OF MATERIAL INFORMATICS MARKET FOR ELEMENTS IN 2030                 80

FIGURE 40            CHEMICALS & PHARMACEUTICALS SEGMENT TO CAPTURE LARGEST SHARE OF MATERIAL INFORMATICS MARKET FOR CHEMICALS IN 2025             82

FIGURE 41            MATERIAL INFORMATICS MARKET, BY INDUSTRY           87

FIGURE 42            CHEMICALS & PHARMACEUTICALS SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2030 88

FIGURE 43            ELEMENTS SEGMENT TO DOMINATE MARKET FOR MATERIALS SCIENCE FROM 2025 TO 2030          93

FIGURE 44            NORTH AMERICA TO HOLD LARGEST SHARE OF INDUSTRIAL INFORMATICS MARKET FOR MANUFACTURING IN 2025        98

FIGURE 45            MATERIAL INFORMATICS MARKET, BY REGION                 112

FIGURE 46            CHINA TO EXHIBIT HIGHEST CAGR IN GLOBAL MATERIAL INFORMATICS MARKET DURING FORECAST PERIOD                 113

FIGURE 47            NORTH AMERICA: MATERIAL INFORMATICS MARKET SNAPSHOT       115

FIGURE 48            EUROPE: MATERIAL INFORMATICS MARKET SNAPSHOT          124

FIGURE 49            ASIA PACIFIC: MATERIAL INFORMATICS MARKET SNAPSHOT       136

FIGURE 50            INDUSTRIAL INFORMATICS MARKET: REVENUE ANALYSIS OF

TWO KEY PLAYERS, 2019–2023     156

FIGURE 51            MARKET SHARE ANALYSIS OF COMPANIES OFFERING MATERIAL INFORMATICS PLATFORMS, 2024                 157

FIGURE 52            COMPANY VALUATION, 2024      160

FIGURE 53            FINANCIAL METRICS, 2024 (EV/EBITDA)                 161

FIGURE 54            PRODUCT COMPARISON              162

FIGURE 55            MATERIAL INFORMATICS MARKET: COMPANY EVALUATION MATRIX

(KEY PLAYERS), 2024       164

FIGURE 56            MATERIAL INFORMATICS MARKET: COMPANY FOOTPRINT       165

FIGURE 57            MATERIAL INFORMATICS MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2024 170

FIGURE 58            SCHRÖDINGER, INC.: COMPANY SNAPSHOT                 180

FIGURE 59            DASSAULT SYSTÈMES: COMPANY SNAPSHOT                 187

FIGURE 60            HITACHI HIGH-TECH CORPORATION: COMPANY SNAPSHOT   201