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AI in Chemical & Material Informatics Market by Technology (Computer Vision, Data Analytics, Deep Learning), Application (Drug Discovery, Materials Design, Process Optimization), Component, Deployment, End User - Global Forecast 2025-2030- Product Image
AI in Chemical & Material Informatics Market by Technology (Computer Vision, Data Analytics, Deep Learning), Application (Drug Discovery, Materials Design, Process Optimization), Component, Deployment, End User - Global Forecast 2025-2030- Product Image
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AI in Chemical & Material Informatics Market by Technology (Computer Vision, Data Analytics, Deep Learning), Application (Drug Discovery, Materials Design, Process Optimization), Component, Deployment, End User - Global Forecast 2025-2030

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  • 192 Pages
  • August 2025
  • Region: Global
  • 360iResearch™
  • ID: 5924744
UP TO OFF until Dec 31st 2025
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The AI in Chemical & Material Informatics Market is rapidly evolving, driven by the integration of artificial intelligence into research and development across industries. As organizations focus on advanced data methodologies, they seek to transform how chemicals and materials are developed, analyzed, and brought to market—all while meeting shifting regulatory expectations and fostering collaboration across global supply chains.

Market Snapshot: AI in Chemical & Material Informatics Market

The AI in Chemical & Material Informatics Market grew from USD 12.08 billion in 2024 to USD 17.10 billion in 2025. It is expected to continue growing at a CAGR of 39.65%, reaching USD 89.66 billion by 2030. This expansion reflects strong adoption across sectors such as pharmaceuticals, materials science, and manufacturing, as organizations leverage data-driven approaches for improved R&D outcomes and operational efficiency.

Scope & Segmentation of the Market

This report delivers comprehensive analysis across all major facets of the market. The following segmentation framework supports targeted insights into specific opportunities and challenges:

  • Technology: Computer Vision, Data Analytics (Descriptive, Predictive, Prescriptive), Deep Learning (Convolutional Neural Networks, Generative Adversarial Networks, Recurrent Neural Networks), and Machine Learning (Reinforcement, Supervised, Unsupervised Learning).
  • Application: Drug Discovery (Lead Identification, Molecular Screening), Materials Design, Process Optimization (Energy Efficiency, Reaction Optimization), Quality Control, and Supply Chain Management.
  • Component: Hardware (Processors, Sensors, Storage Systems), Services (Consulting, Implementation, Training), and Software (Data Management, Modeling Tools, Visualization Tools).
  • Deployment: Cloud, Edge, Hybrid, and On Premise solutions.
  • End User: Academic Research, Chemicals, Material Science, and Pharmaceuticals.
  • Regional Coverage: Americas (including U.S. states, Canada, Mexico, Brazil, Argentina), Europe, Middle East & Africa (with specific regions and countries such as UK, Germany, UAE, South Africa, etc.), and Asia-Pacific (China, India, Japan, and others).
  • Company Analysis: 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 Senior Decision-Makers

  • The integration of AI and chemical informatics is enabling faster innovation cycles and more accurate predictive modeling, supporting both research and scalable industrial applications.
  • Organizations are prioritizing robust data governance and validation frameworks to comply with evolving regulatory demands and establish trust in AI-driven research.
  • Collaborative ecosystems are expanding, allowing seamless knowledge exchange among chemists, data scientists, and engineers, resulting in greater algorithmic innovation and operational agility.
  • Hybrid deployment models are increasingly adopted, leveraging both cloud scalability and edge analytics for optimized performance and security throughout the value chain.
  • Vendors are focusing on delivering platforms with integrated sustainability tracking, aligning R&D processes with broader environmental and regulatory objectives to support responsible growth.
  • Hardware, software, and services converge to form comprehensive informatics solutions tailored for industry-specific challenges, from molecule design to manufacturing operations.

Tariff Impact: Strategic Adjustments in 2025

Newly introduced U.S. tariffs on chemical and material inputs in 2025 are prompting shifts in supply chain strategy. Companies are diversifying sourcing, investing in local research hubs, and renegotiating R&D agreements to manage input cost fluctuations. Enhanced process optimization efforts, including accelerated use of computational tools for feedstock evaluation and synthetic pathway development, are supporting resilience and maintaining innovation momentum despite policy-driven disruptions. Secure data-sharing frameworks are making cross-border scientific collaboration feasible alongside protectionist regulations.

Methodology & Data Sources

The analysis combines in-depth interviews with industry experts, detailed review of technical and regulatory publications, and real-world case studies from early adopters. Peer validation and iterative refinements have ensured robust, actionable insights that reflect both the current state and emerging trends in chemical and material informatics.

Why This Report Matters

  • Enables strategic planning by providing granular segmentation across technology, application, and geography for targeted market entry or expansion decisions.
  • Equips stakeholders with actionable intelligence for navigating regulatory landscapes, managing global supply chains, and driving digital transformation in R&D workflows.
  • Highlights new business opportunities through analysis of leading innovators, evolving end-user needs, and technology-driven differentiation.

Conclusion

Growing adoption of AI in chemical and material informatics is shaping industry transformation. Decision-makers equipped with this analysis can foster innovation, increase resilience, and drive sustainable value across evolving global markets.

 

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.

Table of Contents

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
5.1. Integration of deep generative models for accelerated polymer property prediction in materials design
5.2. Implementation of active learning pipelines for automated high-throughput screening in pharmaceutical discovery
5.3. Adoption of explainable transformer architectures for predicting reaction pathways in complex synthetic chemistry
5.4. Deployment of multi-fidelity modeling combining quantum calculations and machine learning for alloy composition optimization
5.5. Utilization of reinforcement learning-driven process control to enhance chemical manufacturing efficiency and sustainability
5.6. Development of graph neural networks for mapping molecular interactions to predict battery electrolyte performance under operational conditions
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 RESEARCH PROCESS
FIGURE 2. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 3. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 4. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 5. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024 VS 2030 (%)
FIGURE 6. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 7. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024 VS 2030 (%)
FIGURE 8. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2024 VS 2030 (%)
FIGURE 10. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 11. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024 VS 2030 (%)
FIGURE 12. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 13. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2024 VS 2030 (%)
FIGURE 14. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 15. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 16. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 17. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STATE, 2024 VS 2030 (%)
FIGURE 18. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 19. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 20. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 21. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 22. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 23. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SHARE, BY KEY PLAYER, 2024
FIGURE 24. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET, FPNV POSITIONING MATRIX, 2024
FIGURE 25. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET: RESEARCHAI
FIGURE 26. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET: RESEARCHSTATISTICS
FIGURE 27. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET: RESEARCHCONTACTS
FIGURE 28. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET: RESEARCHARTICLES
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, 2018-2024 (USD MILLION)
TABLE 4. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, 2025-2030 (USD MILLION)
TABLE 5. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
TABLE 6. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
TABLE 7. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 8. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 9. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 10. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 11. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2024 (USD MILLION)
TABLE 12. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPUTER VISION, BY REGION, 2025-2030 (USD MILLION)
TABLE 13. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
TABLE 14. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
TABLE 15. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DESCRIPTIVE ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
TABLE 16. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DESCRIPTIVE ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
TABLE 17. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
TABLE 18. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
TABLE 19. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PRESCRIPTIVE ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
TABLE 20. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PRESCRIPTIVE ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
TABLE 21. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2024 (USD MILLION)
TABLE 22. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2025-2030 (USD MILLION)
TABLE 23. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 24. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 25. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CONVOLUTIONAL NEURAL NETWORK, BY REGION, 2018-2024 (USD MILLION)
TABLE 26. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CONVOLUTIONAL NEURAL NETWORK, BY REGION, 2025-2030 (USD MILLION)
TABLE 27. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY GENERATIVE ADVERSARIAL NETWORK, BY REGION, 2018-2024 (USD MILLION)
TABLE 28. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY GENERATIVE ADVERSARIAL NETWORK, BY REGION, 2025-2030 (USD MILLION)
TABLE 29. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY RECURRENT NEURAL NETWORK, BY REGION, 2018-2024 (USD MILLION)
TABLE 30. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY RECURRENT NEURAL NETWORK, BY REGION, 2025-2030 (USD MILLION)
TABLE 31. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2024 (USD MILLION)
TABLE 32. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2025-2030 (USD MILLION)
TABLE 33. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 34. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 35. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 36. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 37. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SUPERVISED LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 38. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SUPERVISED LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 39. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY UNSUPERVISED LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 40. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY UNSUPERVISED LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 41. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 42. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 43. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 44. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 45. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, BY REGION, 2018-2024 (USD MILLION)
TABLE 46. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, BY REGION, 2025-2030 (USD MILLION)
TABLE 47. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY LEAD IDENTIFICATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 48. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY LEAD IDENTIFICATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 49. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MOLECULAR SCREENING, BY REGION, 2018-2024 (USD MILLION)
TABLE 50. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MOLECULAR SCREENING, BY REGION, 2025-2030 (USD MILLION)
TABLE 51. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2024 (USD MILLION)
TABLE 52. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2025-2030 (USD MILLION)
TABLE 53. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MATERIALS DESIGN, BY REGION, 2018-2024 (USD MILLION)
TABLE 54. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MATERIALS DESIGN, BY REGION, 2025-2030 (USD MILLION)
TABLE 55. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 56. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 57. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ENERGY EFFICIENCY, BY REGION, 2018-2024 (USD MILLION)
TABLE 58. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ENERGY EFFICIENCY, BY REGION, 2025-2030 (USD MILLION)
TABLE 59. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REACTION OPTIMIZATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 60. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REACTION OPTIMIZATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 61. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2024 (USD MILLION)
TABLE 62. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2025-2030 (USD MILLION)
TABLE 63. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY QUALITY CONTROL, BY REGION, 2018-2024 (USD MILLION)
TABLE 64. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY QUALITY CONTROL, BY REGION, 2025-2030 (USD MILLION)
TABLE 65. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 66. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 67. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 68. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 69. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 70. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 71. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESSORS, BY REGION, 2018-2024 (USD MILLION)
TABLE 72. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESSORS, BY REGION, 2025-2030 (USD MILLION)
TABLE 73. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SENSORS, BY REGION, 2018-2024 (USD MILLION)
TABLE 74. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SENSORS, BY REGION, 2025-2030 (USD MILLION)
TABLE 75. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STORAGE SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
TABLE 76. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STORAGE SYSTEMS, BY REGION, 2025-2030 (USD MILLION)
TABLE 77. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 78. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 79. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 80. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 81. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CONSULTING, BY REGION, 2018-2024 (USD MILLION)
TABLE 82. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CONSULTING, BY REGION, 2025-2030 (USD MILLION)
TABLE 83. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY IMPLEMENTATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 84. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY IMPLEMENTATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 85. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TRAINING, BY REGION, 2018-2024 (USD MILLION)
TABLE 86. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TRAINING, BY REGION, 2025-2030 (USD MILLION)
TABLE 87. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 88. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 89. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 90. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 91. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 92. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 93. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MODELING TOOLS, BY REGION, 2018-2024 (USD MILLION)
TABLE 94. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MODELING TOOLS, BY REGION, 2025-2030 (USD MILLION)
TABLE 95. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY VISUALIZATION TOOLS, BY REGION, 2018-2024 (USD MILLION)
TABLE 96. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY VISUALIZATION TOOLS, BY REGION, 2025-2030 (USD MILLION)
TABLE 97. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 98. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 99. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2024 (USD MILLION)
TABLE 100. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2025-2030 (USD MILLION)
TABLE 101. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
TABLE 102. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CLOUD, BY REGION, 2025-2030 (USD MILLION)
TABLE 103. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY EDGE, BY REGION, 2018-2024 (USD MILLION)
TABLE 104. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY EDGE, BY REGION, 2025-2030 (USD MILLION)
TABLE 105. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HYBRID, BY REGION, 2018-2024 (USD MILLION)
TABLE 106. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HYBRID, BY REGION, 2025-2030 (USD MILLION)
TABLE 107. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ON PREMISE, BY REGION, 2018-2024 (USD MILLION)
TABLE 108. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ON PREMISE, BY REGION, 2025-2030 (USD MILLION)
TABLE 109. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 110. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 111. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ACADEMIC RESEARCH, BY REGION, 2018-2024 (USD MILLION)
TABLE 112. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ACADEMIC RESEARCH, BY REGION, 2025-2030 (USD MILLION)
TABLE 113. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CHEMICALS, BY REGION, 2018-2024 (USD MILLION)
TABLE 114. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CHEMICALS, BY REGION, 2025-2030 (USD MILLION)
TABLE 115. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MATERIAL SCIENCE, BY REGION, 2018-2024 (USD MILLION)
TABLE 116. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MATERIAL SCIENCE, BY REGION, 2025-2030 (USD MILLION)
TABLE 117. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PHARMACEUTICALS, BY REGION, 2018-2024 (USD MILLION)
TABLE 118. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PHARMACEUTICALS, BY REGION, 2025-2030 (USD MILLION)
TABLE 119. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 120. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 121. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2024 (USD MILLION)
TABLE 122. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2025-2030 (USD MILLION)
TABLE 123. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2024 (USD MILLION)
TABLE 124. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2025-2030 (USD MILLION)
TABLE 125. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 126. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 127. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 128. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 129. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2024 (USD MILLION)
TABLE 130. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2025-2030 (USD MILLION)
TABLE 131. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2024 (USD MILLION)
TABLE 132. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2025-2030 (USD MILLION)
TABLE 133. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 134. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 135. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 136. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 137. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 138. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 139. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 140. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 141. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2024 (USD MILLION)
TABLE 142. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2025-2030 (USD MILLION)
TABLE 143. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 144. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 145. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 146. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 147. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 148. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 149. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2024 (USD MILLION)
TABLE 150. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2025-2030 (USD MILLION)
TABLE 151. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2024 (USD MILLION)
TABLE 152. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2025-2030 (USD MILLION)
TABLE 153. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 154. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 155. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 156. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 157. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2024 (USD MILLION)
TABLE 158. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2025-2030 (USD MILLION)
TABLE 159. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2024 (USD MILLION)
TABLE 160. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2025-2030 (USD MILLION)
TABLE 161. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 162. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 163. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 164. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 165. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 166. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 167. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 168. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 169. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2024 (USD MILLION)
TABLE 170. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2025-2030 (USD MILLION)
TABLE 171. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 172. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 173. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
TABLE 174. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
TABLE 175. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 176. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 177. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2024 (USD MILLION)
TABLE 178. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2025-2030 (USD MILLION)
TABLE 179. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2024 (USD MILLION)
TABLE 180. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2025-2030 (USD MILLION)
TABLE 181. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 182. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 183. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 184. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 185. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2024 (USD MILLION)
TABLE 186. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2025-2030 (USD MILLION)
TABLE 187. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2024 (USD MILLION)
TABLE 188. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2025-2030 (USD MILLION)
TABLE 189. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 190. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 191. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 192. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 193. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 194. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 195. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 196. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 197. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2024 (USD MILLION)
TABLE 198. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2025-2030 (USD MILLION)
TABLE 199. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 200. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 201. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 202. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 203. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2024 (USD MILLION)
TABLE 204. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2025-2030 (USD MILLION)
TABLE 205. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2024 (USD MILLION)
TABLE 206. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2025-2030 (USD MILLION)
TABLE 207. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 208. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 209. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 210. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 211. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2024 (USD MILLION)
TABLE 212. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2025-2030 (USD MILLION)
TABLE 213. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2024 (USD MILLION)
TABLE 214. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2025-2030 (USD MILLION)
TABLE 215. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 216. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 217. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 218. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 219. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 220. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 221. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 222. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 223. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2024 (USD MILLION)
TABLE 224. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2025-2030 (USD MILLION)
TABLE 225. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 226. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 227. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 228. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 229. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2024 (USD MILLION)
TABLE 230. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2025-2030 (USD MILLION)
TABLE 231. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2024 (USD MILLION)
TABLE 232. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2025-2030 (USD MILLION)
TABLE 233. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 234. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 235. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 236. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 237. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2024 (USD MILLION)
TABLE 238. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2025-2030 (USD MILLION)
TABLE 239. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2024 (USD MILLION)
TABLE 240. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2025-2030 (USD MILLION)
TABLE 241. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 242. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 243. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 244. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 245. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 246. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 247. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 248. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 249. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2024 (USD MILLION)
TABLE 250. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2025-2030 (USD MILLION)
TABLE 251. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 252. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 253. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 254. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 255. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2024 (USD MILLION)
TABLE 256. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2025-2030 (USD MILLION)
TABLE 257. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2024 (USD MILLION)
TABLE 258. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2025-2030 (USD MILLION)
TABLE 259. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 260. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 261. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 262. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 263. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2024 (USD MILLION)
TABLE 264. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2025-2030 (USD MILLION)
TABLE 265. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2018-2024 (USD MILLION)
TABLE 266. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, 2025-2030 (USD MILLION)
TABLE 267. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 268. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 269. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 270. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 271. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 272. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 273. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 274. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 275. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2024 (USD MILLION)
TABLE 276. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2025-2030 (USD MILLION)
TABLE 277. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 278. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 279. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 280. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 281. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2018-2024 (USD MILLION)
TABLE 282. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, 2025-2030 (USD MILLION)
TABLE 283. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2024 (USD MILLION)
TABLE 284. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2025-2030 (USD MILLION)
TABLE 285. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 286. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET

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Companies Mentioned

The major 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 AttributeDetails
No. of Pages192
PublishedAugust 2025
Forecast Period2025 - 2030
Estimated Market Value ( USD ) in 2025 $ 17.1 Billion
Forecasted Market Value ( USD ) by 2030 $ 89.66 Billion
Compound Annual Growth Rate39.6%
Regions CoveredGlobal
No. of Companies Mentioned11

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