Global AI in Chemical & Material Informatics Market by Offering (Services, Software), Technology (Computer Vision, Machine Learning, Predictive Analytics), Deployment, Application, End-Use - Forecast 2024-2030- Product Image

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Global AI in Chemical & Material Informatics Market by Offering (Services, Software), Technology (Computer Vision, Machine Learning, Predictive Analytics), Deployment, Application, End-Use - Forecast 2024-2030

Report
186 Pages
March 2024
Region: Global
360iResearch™
ID: 5924744

UP TO €845EUR$875USD£723GBP OFF until Dec 31^st 2024

The AI in Chemical & Material Informatics Market size was estimated at USD 8.69 billion in 2023, USD 12.08 billion in 2024, and is expected to grow at a CAGR of 39.46% to reach USD 89.29 billion by 2030.

Artificial intelligence (AI) within the context of chemical and materials informatics pertains to the application of machine learning and predictive modeling to solve complex problems in the chemical and materials science industries. This stream converges the novel and powerful computational methodologies under AI to study, understand, and predict the properties of chemicals and materials. Main growth catalysts in this market encompass technological developments along with a heightened need for operational efficiency. The troves of data from the chemical and material industry instigates efficient data management practices, bolstering the market's growth. However, the high investment costs, a dearth of skilled professionals, AI reliability skepticism, alongside data security and privacy concerns are distinct challenges that impede market growth. Additional market opportunities include the burgeoning use of robotics and autonomous systems in research and manufacturing, opening doors for further AI integration. The acceptance of cloud-based solutions also fosters new prospects for AI service providers and software companies in the chemical and material sector.

Regional Insights

The Americas AI in chemical & material informatics market shows a remarkable trend owing to the region's technological advancements and dynamic innovation ecosystem, where the United States majorly contributing to adopting AI technologies and investing heavily in R&D. Additionally, regions’s growing focus on industrial diversification is pushing for AI utilization across its chemical and materials industry. The EMEA region presents robust growth in the application of AI in chemical and material informatics market. Major European countries such as France, Germany, and the UK are spearheading the digital transformation drive in the chemical industry. The Middle East is leveraging AI potential, particularly in the oil and gas sector, while Africa's market, though nascent, is showing promising signs owing to growing digital literacy and infrastructure development. In the APAC region, a burgeoning tech scene and increased investments in AI are driving considerable growth. With emerging economies employing AI in every industrial sector, including the chemical industry, and booming digital economies, the APAC region is poised to significantly expand AI applications within Chemical and Material Informatics.

FPNV Positioning Matrix

The FPNV Positioning Matrix is pivotal in evaluating the AI in Chemical & Material Informatics Market. It offers a comprehensive assessment of vendors, examining key metrics related to Business Strategy and Product Satisfaction. This in-depth analysis empowers users to make well-informed decisions aligned with their requirements. Based on the evaluation, the vendors are then categorized into four distinct quadrants representing varying levels of success: Forefront (F), Pathfinder (P), Niche (N), or Vital (V).

Market Share Analysis

The Market Share Analysis is a comprehensive tool that provides an insightful and in-depth examination of the current state of vendors in the AI in Chemical & Material Informatics Market. By meticulously comparing and analyzing vendor contributions in terms of overall revenue, customer base, and other key metrics, we can offer companies a greater understanding of their performance and the challenges they face when competing for market share. Additionally, this analysis provides valuable insights into the competitive nature of the sector, including factors such as accumulation, fragmentation dominance, and amalgamation traits observed over the base year period studied. With this expanded level of detail, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.

Key Company Profiles

The report delves into recent significant developments in the AI in Chemical & Material Informatics Market, highlighting leading vendors and their innovative profiles. These include AI Materia, Ansatz AI, Bytelab Solutions SL. All, Chemical.AI, Citrine Informatics, Dassault Systèmes SE, ENEOS Corporation, Enthought, Inc., Fujitsu Limited, Hitachi High-Tech Corporation, International Business Machines Corporation, Kebotix, Inc., Mat3ra, Materials.Zone Ltd., Mitsubishi Chemical Holdings Corporation, Noble Artificial Intelligence, Inc., PerkinElmer Inc, Phaseshift Technologies Inc., Polymerize Private Limited, Schrödinger, Inc., Sumitomo Chemical Co., Ltd., TDK Corporation, Tilde Materials Informatics, Toray Industries, Inc., and Uncountable Inc.

Market Segmentation & Coverage

This research report categorizes the AI in Chemical & Material Informatics Market to forecast the revenues and analyze trends in each of the following sub-markets:

Offering
- Services
- Software
Technology
- Computer Vision
- Machine Learning
- Predictive Analytics
Deployment
- Cloud
- On-premise
Application
- Material Discovery & Experimentation
- Material Manufacturing
- Quality Control & Assurance
End-Use
- Battery & Energy Storage
- Chemicals
- Metals & Mining
- Pharmaceuticals
- Polymer & Plastics
- Semiconductor

Region
- Americas
  - Argentina
  - Brazil
  - Canada
  - Mexico
  - United States
    - California
    - Florida
    - Illinois
    - New York
    - Ohio
    - Pennsylvania
    - Texas
- Asia-Pacific
  - Australia
  - China
  - India
  - Indonesia
  - Japan
  - Malaysia
  - Philippines
  - Singapore
  - South Korea
  - Taiwan
  - Thailand
  - Vietnam
- Europe, Middle East & Africa
  - Denmark
  - Egypt
  - Finland
  - France
  - Germany
  - Israel
  - Italy
  - Netherlands
  - Nigeria
  - Norway
  - Poland
  - Qatar
  - Russia
  - Saudi Arabia
  - South Africa
  - Spain
  - Sweden
  - Switzerland
  - Turkey
  - United Arab Emirates
  - United Kingdom

The report offers valuable insights on the following aspects:

Market Penetration: It presents comprehensive information on the market provided by key players.
Market Development: It delves deep into lucrative emerging markets and analyzes the penetration across mature market segments.
Market Diversification: It provides detailed information on new product launches, untapped geographic regions, recent developments, and investments.
Competitive Assessment & Intelligence: It conducts an exhaustive assessment of market shares, strategies, products, certifications, regulatory approvals, patent landscape, and manufacturing capabilities of the leading players.
Product Development & Innovation: It offers intelligent insights on future technologies, R&D activities, and breakthrough product developments.

The report addresses key questions such as:

What is the market size and forecast of the AI in Chemical & Material Informatics Market?
Which products, segments, applications, and areas should one consider investing in over the forecast period in the AI in Chemical & Material Informatics Market?
What are the technology trends and regulatory frameworks in the AI in Chemical & Material Informatics Market?
What is the market share of the leading vendors in the AI in Chemical & Material Informatics Market?
Which modes and strategic moves are suitable for entering the AI in Chemical & Material Informatics Market?

With the purchase of this report at the Multi-user License or greater level, you will have access to one hour with an expert analyst who will help you link key findings in the report to the business issues you're addressing. This will need to be used within three months of purchase.

This report also includes a complimentary Excel file with data from the report for purchasers at the Site License or greater level.

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. Limitations
1.7. Assumptions
1.8. 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. AI in Chemical & Material Informatics Market, by Region

5. Market Insights

5.1. Market Dynamics
5.1.1. Drivers
5.1.1.1. Increasing data generation with accelerating material discovery & experimentation in chemical industries
5.1.1.2. Rising demand for predictive modeling of material properties and chemical reactions
5.1.2. Restraints
5.1.2.1. High cost of deployment of AI in chemical & material informatics solutions
5.1.3. Opportunities
5.1.3.1. Continuous technological advancements in AI in chemical & material informatics solutions
5.1.3.2. Emerging applications for designing environmentally friendly materials and process
5.1.4. Challenges
5.1.4.1. Data privacy and security concerns associated with the usage of AI in chemical & material informatics
5.2. Market Segmentation Analysis
5.2.1. Offering: Expanding usage of AI software in chemical & material informatics due to its predictive ability
5.2.2. Technology: Growing applications of machine learning to learn from past patterns for quick decision-making processes
5.2.3. Deployment: High potential for cloud AI systems across start-ups and mid-sized enterprises
5.2.4. Application: Significant demand for AI for material discovery & experimentation due to its ability to save resources in trial & testing
5.2.5. End-Use: Expanding usage of AI in chemical & material informatics across the chemical industry to fasten the discovery of new chemicals
5.3. Market Trend Analysis
5.4. Cumulative Impact of High Inflation
5.5. Porter’s Five Forces Analysis
5.5.1. Threat of New Entrants
5.5.2. Threat of Substitutes
5.5.3. Bargaining Power of Customers
5.5.4. Bargaining Power of Suppliers
5.5.5. Industry Rivalry
5.6. Value Chain & Critical Path Analysis
5.7. Regulatory Framework

6. AI in Chemical & Material Informatics Market, by Offering

6.1. Introduction
6.2. Services
6.3. Software

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

7.1. Introduction
7.2. Computer Vision
7.3. Machine Learning
7.4. Predictive Analytics

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

8.1. Introduction
8.2. Cloud
8.3. On-premise

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

9.1. Introduction
9.2. Material Discovery & Experimentation
9.3. Material Manufacturing
9.4. Quality Control & Assurance

10. AI in Chemical & Material Informatics Market, by End-Use

10.1. Introduction
10.2. Battery & Energy Storage
10.3. Chemicals
10.4. Metals & Mining
10.5. Pharmaceuticals
10.6. Polymer & Plastics
10.7. Semiconductor

11. Americas AI in Chemical & Material Informatics Market

11.1. Introduction
11.2. Argentina
11.3. Brazil
11.4. Canada
11.5. Mexico
11.6. United States

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

12.1. Introduction
12.2. Australia
12.3. China
12.4. India
12.5. Indonesia
12.6. Japan
12.7. Malaysia
12.8. Philippines
12.9. Singapore
12.10. South Korea
12.11. Taiwan
12.12. Thailand
12.13. Vietnam

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

13.1. Introduction
13.2. Denmark
13.3. Egypt
13.4. Finland
13.5. France
13.6. Germany
13.7. Israel
13.8. Italy
13.9. Netherlands
13.10. Nigeria
13.11. Norway
13.12. Poland
13.13. Qatar
13.14. Russia
13.15. Saudi Arabia
13.16. South Africa
13.17. Spain
13.18. Sweden
13.19. Switzerland
13.20. Turkey
13.21. United Arab Emirates
13.22. United Kingdom

14. Competitive Landscape

14.1. FPNV Positioning Matrix
14.2. Market Share Analysis, By Key Player
14.3. Competitive Scenario Analysis, By Key Player
14.3.1. New Product Launch & Enhancement
14.3.1.1. NobleAI Launches New AI-Powered Chemical and Materials Informatics Solutions on Microsoft’s Azure Marketplace
14.3.1.2. TDK progresses materials informatics (MI) by building original AI data analysis platform
14.3.1.3. Toray Launching Digital Service Leveraging AI-Based Database to Help Customers Optimize Resin Choices and Speed Up Product Development

15. Competitive Portfolio

15.1. Key Company Profiles
15.1.1. AI Materia
15.1.2. Ansatz AI
15.1.3. Bytelab Solutions SL. All
15.1.4. Chemical.AI
15.1.5. Citrine Informatics
15.1.6. Dassault Systèmes SE
15.1.7. ENEOS Corporation
15.1.8. Enthought, Inc.
15.1.9. Fujitsu Limited
15.1.10. Hitachi High-Tech Corporation
15.1.11. International Business Machines Corporation
15.1.12. Kebotix, Inc.
15.1.13. Mat3ra
15.1.14. Materials.Zone Ltd.
15.1.15. Mitsubishi Chemical Holdings Corporation
15.1.16. Noble Artificial Intelligence, Inc.
15.1.17. PerkinElmer Inc
15.1.18. Phaseshift Technologies Inc.
15.1.19. Polymerize Private Limited
15.1.20. Schrödinger, Inc.
15.1.21. Sumitomo Chemical Co., Ltd.
15.1.22. TDK Corporation
15.1.23. Tilde Materials Informatics
15.1.24. Toray Industries, Inc.
15.1.25. Uncountable Inc
15.2. Key Product Portfolio

16. Appendix

16.1. Discussion Guide
16.2. License & Pricing

List of Figures

FIGURE 1. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET RESEARCH PROCESS
FIGURE 2. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, 2023 VS 2030
FIGURE 3. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 4. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REGION, 2023 VS 2030 (%)
FIGURE 5. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 6. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET DYNAMICS
FIGURE 7. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2023 VS 2030 (%)
FIGURE 8. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 9. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
FIGURE 10. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 11. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
FIGURE 12. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 13. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
FIGURE 14. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 15. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2023 VS 2030 (%)
FIGURE 16. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 17. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 18. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 19. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STATE, 2023 VS 2030 (%)
FIGURE 20. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 21. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 22. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 23. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 24. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 25. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET, FPNV POSITIONING MATRIX, 2023
FIGURE 26. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SHARE, BY KEY PLAYER, 2023

List of Tables

TABLE 1. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
TABLE 3. 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. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 6. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 7. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
TABLE 8. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 9. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2030 (USD MILLION)
TABLE 10. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2030 (USD MILLION)
TABLE 11. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
TABLE 12. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 13. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
TABLE 14. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2030 (USD MILLION)
TABLE 15. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 16. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MATERIAL DISCOVERY & EXPERIMENTATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 17. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MATERIAL MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
TABLE 18. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY QUALITY CONTROL & ASSURANCE, BY REGION, 2018-2030 (USD MILLION)
TABLE 19. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 20. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY BATTERY & ENERGY STORAGE, BY REGION, 2018-2030 (USD MILLION)
TABLE 21. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CHEMICALS, BY REGION, 2018-2030 (USD MILLION)
TABLE 22. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY METALS & MINING, BY REGION, 2018-2030 (USD MILLION)
TABLE 23. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PHARMACEUTICALS, BY REGION, 2018-2030 (USD MILLION)
TABLE 24. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY POLYMER & PLASTICS, BY REGION, 2018-2030 (USD MILLION)
TABLE 25. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SEMICONDUCTOR, BY REGION, 2018-2030 (USD MILLION)
TABLE 26. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 27. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 28. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 29. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 30. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 31. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 32. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 33. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 34. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 35. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 36. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 37. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 38. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 39. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 40. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 41. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 42. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 43. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 44. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 45. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 46. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 47. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 48. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 49. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 50. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 51. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 52. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 53. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 54. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 55. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 56. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 57. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
TABLE 58. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 59. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 60. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 61. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 62. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 63. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 64. AUSTRALIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 65. AUSTRALIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 66. AUSTRALIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 67. AUSTRALIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 68. AUSTRALIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 69. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 70. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 71. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 72. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 73. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 74. INDIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 75. INDIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 76. INDIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 77. INDIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 78. INDIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 79. INDONESIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 80. INDONESIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 81. INDONESIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 82. INDONESIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 83. INDONESIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 84. JAPAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 85. JAPAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 86. JAPAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 87. JAPAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 88. JAPAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 89. MALAYSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 90. MALAYSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 91. MALAYSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 92. MALAYSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 93. MALAYSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 94. PHILIPPINES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 95. PHILIPPINES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 96. PHILIPPINES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 97. PHILIPPINES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 98. PHILIPPINES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 99. SINGAPORE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 100. SINGAPORE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 101. SINGAPORE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 102. SINGAPORE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 103. SINGAPORE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 104. SOUTH KOREA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 105. SOUTH KOREA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 106. SOUTH KOREA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 107. SOUTH KOREA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 108. SOUTH KOREA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 109. TAIWAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 110. TAIWAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 111. TAIWAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 112. TAIWAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 113. TAIWAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 114. THAILAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 115. THAILAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 116. THAILAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 117. THAILAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 118. THAILAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 119. VIETNAM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 120. VIETNAM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 121. VIETNAM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 122. VIETNAM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 123. VIETNAM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 124. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 125. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 126. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 127. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 128. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 129. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 130. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 131. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 132. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 133. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 134. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 135. EGYPT AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 136. EGYPT AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 137. EGYPT AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 138. EGYPT AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 139. EGYPT AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 140. FINLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 141. FINLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 142. FINLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 143. FINLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 144. FINLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 145. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 146. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 147. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 148. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 149. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 150. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 151. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 152. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 153. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 154. GERMANY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 155. ISRAEL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 156. ISRAEL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 157. ISRAEL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 158. ISRAEL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 159. ISRAEL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 160. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 161. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 162. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 163. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 164. ITALY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 165. NETHERLANDS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 166. NETHERLANDS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 167. NETHERLANDS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 168. NETHERLANDS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 169. NETHERLANDS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 170. NIGERIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 171. NIGERIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 172. NIGERIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 173. NIGERIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 174. NIGERIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 175. NORWAY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 176. NORWAY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 177. NORWAY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 178. NORWAY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 179. NORWAY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 180. POLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 181. POLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 182. POLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 183. POLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 184. POLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 185. QATAR AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 186. QATAR AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 187. QATAR AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 188. QATAR AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 189. QATAR AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 190. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 191. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 192. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 193. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 194. RUSSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 195. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 196. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 197. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 198. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 199. SAUDI ARABIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 200. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 201. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 202. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 203. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 204. SOUTH AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 205. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 206. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 207. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 208. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 209. SPAIN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 210. SWEDEN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 211. SWEDEN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 212. SWEDEN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 213. SWEDEN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 214. SWEDEN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 215. SWITZERLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 216. SWITZERLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 217. SWITZERLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 218. SWITZERLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 219. SWITZERLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 220. TURKEY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 221. TURKEY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 222. TURKEY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 223. TURKEY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 224. TURKEY AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 225. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 226. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 227. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 228. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 229. UNITED ARAB EMIRATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 230. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
TABLE 231. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
TABLE 232. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 233. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 234. UNITED KINGDOM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
TABLE 235. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET, FPNV POSITIONING MATRIX, 2023
TABLE 236. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SHARE, BY KEY PLAYER, 2023
TABLE 237. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET LICENSE & PRICING

Companies Mentioned

AI Materia
Ansatz AI
Bytelab Solutions SL. All
Chemical.AI
Citrine Informatics
Dassault Systèmes SE
ENEOS Corporation
Enthought, Inc.
Fujitsu Limited
Hitachi High-Tech Corporation
International Business Machines Corporation
Kebotix, Inc.
Mat3ra
Materials.Zone Ltd.
Mitsubishi Chemical Holdings Corporation
Noble Artificial Intelligence, Inc.
PerkinElmer Inc
Phaseshift Technologies Inc.
Polymerize Private Limited
Schrödinger, Inc.
Sumitomo Chemical Co., Ltd.
TDK Corporation
Tilde Materials Informatics
Toray Industries, Inc.
Uncountable Inc

Methodology

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Table Information

Report Attribute	Details
No. of Pages	186
Published	March 2024
Forecast Period	2024 - 2030
Estimated Market Value ( USD ) in 2024	$ 12.08 Billion
Forecasted Market Value ( USD ) by 2030	$ 89.29 Billion
Compound Annual Growth Rate	39.4%
Regions Covered	Global
No. of Companies Mentioned	25

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Regional Insights

FPNV Positioning Matrix

Market Share Analysis

Key Company Profiles

Market Segmentation & Coverage

The report offers valuable insights on the following aspects:

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Table of Contents

Companies Mentioned

Methodology

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