AI in Chemical & Material Informatics Market by Technology, Application, Component, Deployment, End User

The AI in Chemical & Material Informatics Market is undergoing rapid change as industry leaders seek data-driven innovation to accelerate research, improve productivity, and drive sustainable advancements across sectors.

Market Snapshot: AI in Chemical & Material Informatics

The global AI in Chemical & Material Informatics Market grew from USD 12.08 billion in 2024 to USD 17.10 billion in 2025. With a projected CAGR of 39.65%, it is expected to reach USD 89.66 billion in 2030. This robust growth trajectory reflects increased demand for predictive analytics, digital transformation in R&D, and the industry’s response to regulatory and environmental imperatives. Market expansion is propelled by investments in computational tools, collaboration between technology providers and laboratories, and the drive for workflow automation to secure competitive advantage.

Scope & Segmentation

This report provides granular coverage of the market, breaking it down by technology, application, component, deployment strategy, end user, and region. The segmentation enables stakeholders to identify key trends, investment priorities, and growth opportunities:

Technology: Computer vision, data analytics (descriptive, predictive, prescriptive), deep learning (convolutional neural networks, generative adversarial networks, recurrent neural networks), machine learning (reinforcement, supervised, unsupervised)
Application: Drug discovery (lead identification, molecular screening), materials design, process optimization (energy efficiency, reaction optimization), quality control, supply chain management
Component: Hardware (processors, sensors, storage systems), services (consulting, implementation, training), software (data management, modeling tools, visualization tools)
Deployment: Cloud, edge, hybrid, on-premise
End User: Academic research, chemicals, material science, pharmaceuticals
Region: Americas (with focus on the United States, Canada, Mexico, Brazil, Argentina), Europe, Middle East & Africa (including United Kingdom, Germany, France, and major EMEA economies), Asia-Pacific (covering China, India, Japan, Australia, South Korea, and Southeast Asia)
Key Companies: Accenture plc, International Business Machines Corporation, Thermo Fisher Scientific Inc., Dassault Systèmes SE, BASF SE, NVIDIA Corporation, SAP SE, Schrödinger, Inc., RELX plc, Dow Inc

Key Takeaways for Decision-Makers

AI adoption is redefining R&D processes by powering molecular property predictions and streamlining material design, enabling faster scientific breakthroughs.
Laboratory automation through AI-driven platforms is reducing errors, improving throughput, and expanding the scope of digital experimentation in real-time environments.
Data analytics has moved beyond monitoring to active forecasting and optimization, guiding researchers toward improved yields and sustainability targets.
Hybrid computing models are emerging as a strategic solution to balance scalability with strict data security requirements in regulated industries.
The growing importance of software, services, and consulting is transforming purchasing decisions, as organizations prioritize interoperability and skill development in shifting digital landscapes.
Collaborations—both regional and public-private—support resilience in research and supply chain continuity amid changing policy and market conditions.

Tariff Impact: Navigating Policy & Supply Chains

Recent US tariff measures introduced in 2025 have influenced procurement and innovation strategies across the market. Increased duties on processors, sensors, and reagents are prompting organizations to diversify suppliers and strengthen domestic manufacturing. These policy changes have placed greater value on software and service solutions deployable without additional hardware cost, accelerated edge computing adoption, and driven cross-regional partnerships to enhance research resilience.

Methodology & Data Sources

This analysis is grounded in a combination of primary and secondary research. The primary approach includes interviews with industry executives, R&D leaders, and AI specialists, alongside in-depth surveys on operational challenges. Secondary research incorporates peer-reviewed literature, patents, regulatory filings, and white papers. Findings were validated through triangulation and reviewed by expert panels to ensure actionable, accurate insights.

Why This Report Matters

Enables decision-makers to benchmark digital transformation strategies and align AI investments with operational, compliance, and sustainability objectives.
Delivers actionable segmentation and trend analysis for technology vendors, manufacturers, and research institutions seeking growth and risk mitigation.

Access to this research empowers senior executives to stay ahead in an evolving landscape by leveraging AI for accelerated discovery, process innovation, and competitive positioning.

Conclusion

AI in chemical and material informatics is redefining innovation and workflow efficiency. Organizations that integrate these technologies and align with evolving policy and regional trends will be best positioned for growth and resilience.

Additional Product Information:

Purchase of this report includes 1 year online access with quarterly updates.
This report can be updated on request. Please contact our Customer Experience team using the Ask a Question widget on our website.

1. Preface

1.1. Objectives of the Study
1.2. Market Segmentation & Coverage
1.3. Years Considered for the Study
1.4. Currency & Pricing
1.5. Language
1.6. Stakeholders

2. Research Methodology

2.1. Define: Research Objective
2.2. Determine: Research Design
2.3. Prepare: Research Instrument
2.4. Collect: Data Source
2.5. Analyze: Data Interpretation
2.6. Formulate: Data Verification
2.7. Publish: Research Report
2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

4.1. Introduction
4.2. Market Sizing & Forecasting

5. Market Dynamics

6. Market Insights

6.1. Porter’s Five Forces Analysis
6.2. PESTLE Analysis

7. Cumulative Impact of United States Tariffs 2025

8. AI in Chemical & Material Informatics Market, by Technology

8.1. Introduction
8.2. Computer Vision
8.3. Data Analytics
8.3.1. Descriptive Analytics
8.3.2. Predictive Analytics
8.3.3. Prescriptive Analytics
8.4. Deep Learning
8.4.1. Convolutional Neural Network
8.4.2. Generative Adversarial Network
8.4.3. Recurrent Neural Network
8.5. Machine Learning
8.5.1. Reinforcement Learning
8.5.2. Supervised Learning
8.5.3. Unsupervised Learning

9. AI in Chemical & Material Informatics Market, by Application

9.1. Introduction
9.2. Drug Discovery
9.2.1. Lead Identification
9.2.2. Molecular Screening
9.3. Materials Design
9.4. Process Optimization
9.4.1. Energy Efficiency
9.4.2. Reaction Optimization
9.5. Quality Control
9.6. Supply Chain Management

10. AI in Chemical & Material Informatics Market, by Component

10.1. Introduction
10.2. Hardware
10.2.1. Processors
10.2.2. Sensors
10.2.3. Storage Systems
10.3. Services
10.3.1. Consulting
10.3.2. Implementation
10.3.3. Training
10.4. Software
10.4.1. Data Management
10.4.2. Modeling Tools
10.4.3. Visualization Tools

11. AI in Chemical & Material Informatics Market, by Deployment

11.1. Introduction
11.2. Cloud
11.3. Edge
11.4. Hybrid
11.5. On Premise

12. AI in Chemical & Material Informatics Market, by End User

12.1. Introduction
12.2. Academic Research
12.3. Chemicals
12.4. Material Science
12.5. Pharmaceuticals

13. Americas AI in Chemical & Material Informatics Market

13.1. Introduction
13.2. United States
13.3. Canada
13.4. Mexico
13.5. Brazil
13.6. Argentina

14. Europe, Middle East & Africa AI in Chemical & Material Informatics Market

14.1. Introduction
14.2. United Kingdom
14.3. Germany
14.4. France
14.5. Russia
14.6. Italy
14.7. Spain
14.8. United Arab Emirates
14.9. Saudi Arabia
14.10. South Africa
14.11. Denmark
14.12. Netherlands
14.13. Qatar
14.14. Finland
14.15. Sweden
14.16. Nigeria
14.17. Egypt
14.18. Turkey
14.19. Israel
14.20. Norway
14.21. Poland
14.22. Switzerland

15. Asia-Pacific AI in Chemical & Material Informatics Market

15.1. Introduction
15.2. China
15.3. India
15.4. Japan
15.5. Australia
15.6. South Korea
15.7. Indonesia
15.8. Thailand
15.9. Philippines
15.10. Malaysia
15.11. Singapore
15.12. Vietnam
15.13. Taiwan

16. Competitive Landscape

16.1. Market Share Analysis, 2024
16.2. FPNV Positioning Matrix, 2024
16.3. Competitive Analysis
16.3.1. Accenture plc
16.3.2. International Business Machines Corporation
16.3.3. Thermo Fisher Scientific Inc.
16.3.4. Dassault Systèmes SE
16.3.5. BASF SE
16.3.6. NVIDIA Corporation
16.3.7. SAP SE
16.3.8. Schrödinger, Inc.
16.3.9. RELX plc
16.3.10. Dow Inc

17. ResearchAI
18. ResearchStatistics
19. ResearchContacts
20. ResearchArticles
21. Appendix

List of Figures

FIGURE 1. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET MULTI-CURRENCY
FIGURE 2. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET MULTI-LANGUAGE
FIGURE 3. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET RESEARCH PROCESS
FIGURE 4. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 5. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 6. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 7. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024 VS 2030 (%)
FIGURE 8. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024 VS 2030 (%)
FIGURE 10. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 11. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2024 VS 2030 (%)
FIGURE 12. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 13. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024 VS 2030 (%)
FIGURE 14. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 15. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2024 VS 2030 (%)
FIGURE 16. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 17. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 18. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 19. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STATE, 2024 VS 2030 (%)
FIGURE 20. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 21. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 22. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 23. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 24. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 25. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SHARE, BY KEY PLAYER, 2024
FIGURE 26. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET, FPNV POSITIONING MATRIX, 2024

List of Tables

TABLE 1. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
TABLE 3. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 4. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
TABLE 5. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 6. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 7. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2030 (USD MILLION)
TABLE 8. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
TABLE 9. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DESCRIPTIVE ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
TABLE 10. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
TABLE 11. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PRESCRIPTIVE ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
TABLE 12. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 13. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, BY REGION, 2018-2030 (USD MILLION)
TABLE 14. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CONVOLUTIONAL NEURAL NETWORK, BY REGION, 2018-2030 (USD MILLION)
TABLE 15. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY GENERATIVE ADVERSARIAL NETWORK, BY REGION, 2018-2030 (USD MILLION)
TABLE 16. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY RECURRENT NEURAL NETWORK, BY REGION, 2018-2030 (USD MILLION)
TABLE 17. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 18. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2030 (USD MILLION)
TABLE 19. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
TABLE 20. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SUPERVISED LEARNING, BY REGION, 2018-2030 (USD MILLION)
TABLE 21. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY UNSUPERVISED LEARNING, BY REGION, 2018-2030 (USD MILLION)
TABLE 22. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 23. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 24. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, BY REGION, 2018-2030 (USD MILLION)
TABLE 25. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY LEAD IDENTIFICATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 26. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MOLECULAR SCREENING, BY REGION, 2018-2030 (USD MILLION)
TABLE 27. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 28. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MATERIALS DESIGN, BY REGION, 2018-2030 (USD MILLION)
TABLE 29. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 30. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ENERGY EFFICIENCY, BY REGION, 2018-2030 (USD MILLION)
TABLE 31. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REACTION OPTIMIZATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 32. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 33. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY QUALITY CONTROL, BY REGION, 2018-2030 (USD MILLION)
TABLE 34. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 35. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 36. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
TABLE 37. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESSORS, BY REGION, 2018-2030 (USD MILLION)
TABLE 38. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SENSORS, BY REGION, 2018-2030 (USD MILLION)
TABLE 39. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STORAGE SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
TABLE 40. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 41. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 42. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CONSULTING, BY REGION, 2018-2030 (USD MILLION)
TABLE 43. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY IMPLEMENTATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 44. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TRAINING, BY REGION, 2018-2030 (USD MILLION)
TABLE 45. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 46. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
TABLE 47. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 48. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MODELING TOOLS, BY REGION, 2018-2030 (USD MILLION)
TABLE 49. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY VISUALIZATION TOOLS, BY REGION, 2018-2030 (USD MILLION)
TABLE 50. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 51. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 52. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
TABLE 53. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY EDGE, BY REGION, 2018-2030 (USD MILLION)
TABLE 54. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HYBRID, BY REGION, 2018-2030 (USD MILLION)
TABLE 55. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ON PREMISE, BY REGION, 2018-2030 (USD MILLION)
TABLE 56. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 57. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ACADEMIC RESEARCH, BY REGION, 2018-2030 (USD MILLION)
TABLE 58. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CHEMICALS, BY REGION, 2018-2030 (USD MILLION)
TABLE 59. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MATERIAL SCIENCE, BY REGION, 2018-2030 (USD MILLION)
TABLE 60. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PHARMACEUTICALS, BY REGION, 2018-2030 (USD MILLION)
TABLE 61. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 62. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 63. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 64. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 65. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 66. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 67. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 68. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 69. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 70. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 71. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 72. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 73. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 74. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 75. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 76. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 77. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 78. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 79. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 80. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 81. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 82. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 83. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 84. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 85. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 86. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 87. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 88. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
TABLE 89. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 90. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 91. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 92. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 93. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 94. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 95. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 96. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 97. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 98. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 99. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 100. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 101. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 102. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 103. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 104. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 105. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 106. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 107. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 108. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 109. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 110. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 111. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 112. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 113. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 114. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 115. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 116. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 117. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 118. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 119. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 120. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 121. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 122. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 123. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 124. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 125. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 126. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 127. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 128. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 129. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 130. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 131. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 132. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 133. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 134. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 135. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 136. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 137. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 138. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 139. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 140. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 141. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 142. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 143. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 144. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 145. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 146. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 147. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 148. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 149. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 150. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 151. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 152. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 153. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 154. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 155. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 156. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 157. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 158. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 159. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 160. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 161. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 162. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 163. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 164. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 165. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 166. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 167. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 168. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 169. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 170. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 171. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 172. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 173. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 174. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 175. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 176. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 177. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 178. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 179. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 180. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 181. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 182. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 183. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 184. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 185. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 186. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 187. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 188. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 189. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 190. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 191. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 192. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 193. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 194. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 195. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 196. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 197. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 198. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 199. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 200. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 201. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 202. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 203. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 204. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 205. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 206. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 207. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 208. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 209. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 210. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 211. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 212. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 213. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 214. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 215. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 216. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 217. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 218. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 219. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 220. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 221. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 222. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 223. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 224. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 225. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 226. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 227. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 228. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 229. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 230. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 231. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 232. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 233. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 234. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 235. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 236. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 237. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 238. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 239. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 240. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 241. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 242. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 243. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 244. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 245. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 246. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 247. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 248. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 249. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 250. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 251. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 252. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 253. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 254. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 255. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 256. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 257. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 258. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 259. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 260. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 261. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 262. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 263. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 264. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 265. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 266. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 267. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 268. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 269. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 270. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 271. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 272. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 273. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 274. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 275. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 276. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 277. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2030 (USD MILLION)
TABLE 278. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2030 (USD MILLION)
TABLE 279. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 280. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 281. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 282. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 283. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 284. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 285. NETHERLANDS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 286. NETHERLANDS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2030 (USD MILLION)
TABLE 287. NETHERLANDS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
TABLE 288. NETHERLAND

Samples

LOADING...

Companies Mentioned

The companies profiled in this AI in Chemical & Material Informatics market report include:

Accenture plc
International Business Machines Corporation
Thermo Fisher Scientific Inc.
Dassault Systèmes SE
BASF SE
NVIDIA Corporation
SAP SE
Schrödinger, Inc.
RELX plc
Dow Inc

Table Information

Report Attribute	Details
No. of Pages	183
Published	May 2025
Forecast Period	2025 - 2030
Estimated Market Value ( USD ) in 2025	$ 17.1 Billion
Forecasted Market Value ( USD ) by 2030	$ 89.66 Billion
Compound Annual Growth Rate	39.6%
Regions Covered	Global
No. of Companies Mentioned	11

License	Properties	Price
SINGLE USER LICENSE PDF, Excel and Online Access	This is a single user license, allowing one user access to the product.	€3112EUR$3,545USD£2,670GBP €3458EUR$3,939USD£2,967GBP
1 - 5 USER LICENSE PDF, Excel and Online Access	This is a 1-5 user license, allowing up to five users have access to the product.	€3357EUR$3,824USD£2,881GBP €3730EUR$4,249USD£3,201GBP
SITE LICENSE PDF, Excel and Online Access	This is a site license, allowing all users within a given geographical location of your organization access to the product.	€4550EUR$5,183USD£3,904GBP €5055EUR$5,759USD£4,338GBP
ENTERPRISE LICENSE PDF, Excel and Online Access	This is an enterprise license, allowing all employees within your organization access to the product.	€5506EUR$6,272USD£4,725GBP €6117EUR$6,969USD£5,249GBP

AI in Chemical & Material Informatics Market by Technology, Application, Component, Deployment, End User - Global Forecast to 2030

Market Snapshot: AI in Chemical & Material Informatics

Scope & Segmentation

Key Takeaways for Decision-Makers

Tariff Impact: Navigating Policy & Supply Chains

Methodology & Data Sources

Why This Report Matters

Conclusion

Table of Contents

Samples

Companies Mentioned

Table Information

Market Snapshot: AI in Chemical & Material Informatics

Scope & Segmentation

Key Takeaways for Decision-Makers

Tariff Impact: Navigating Policy & Supply Chains

Methodology & Data Sources

Why This Report Matters

Conclusion

Table of Contents

Samples

Companies Mentioned

Table Information

Related Topics

Related Reports

Material Informatics Market by Device Type, Material Type, Application, End-User - Global Forecast to 2030

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

Material Informatics Market Size, Share & Trends Analysis Report By Material Type (Elements, Chemicals), By Technology (Machine Learning, Deep Tensor), By End-use, By Region, And Segment Forecasts, 2024 - 2030

Material Informatics - Global Strategic Business Report

Material Informatics - Company Evaluation Report, 2025