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Global AI+Metal Materials Market Research Report 2024
Published Date: October 2024
|
Report Code: QYRE-Auto-26G18172
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Global AI Metal Materials Market Research Report 2024
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Global AI+Metal Materials Market Research Report 2024

Code: QYRE-Auto-26G18172
Report
October 2024
Pages:71
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

AI+Metal Materials Market

"AI+metal materials" refers to the combination of artificial intelligence (AI) technology and the field of metal materials to promote innovation and improvement in multiple aspects such as the design, manufacturing, testing and application of metal materials. This integration can not only accelerate the process of material research and development, but also improve the optimization of metal materials in terms of performance, quality and cost.
The global AI+Metal Materials market was valued at US$ million in 2023 and is anticipated to reach US$ million by 2030, witnessing a CAGR of %during the forecast period 2024-2030.
North American market for AI+Metal Materials is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
Asia-Pacific market for AI+Metal Materials is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
The global market for AI+Metal Materials in Material Design is estimated to increase from $ million in 2023 to $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
The major global companies of AI+Metal Materials include ArcelorMittal, Nucor Corporation, Citrine Informatics, Deep Material, MatCloud, Liyue New Material, Hailiang Group, etc. In 2023, the world's top three vendors accounted for approximately % of the revenue.
This report aims to provide a comprehensive presentation of the global market for AI+Metal Materials, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding AI+Metal Materials.
The AI+Metal Materials market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global AI+Metal Materials market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the AI+Metal Materials companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation

Scope of AI+Metal Materials Market Report

Report Metric Details
Report Name AI+Metal Materials Market
Segment by Type
Segment by Application
By Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia) Rest of Europe
  • Nordic Countries
  • Asia-Pacific (China, Japan, South Korea)
  • Southeast Asia (India, Australia)
  • Rest of Asia
  • Latin America (Mexico, Brazil)
  • Rest of Latin America
  • Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company ArcelorMittal, Nucor Corporation, Citrine Informatics, Deep Material, MatCloud, Liyue New Material, Hailiang Group
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
  • Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
  • Chapter 3: Detailed analysis of AI+Metal Materials company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
  • Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
  • Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
  • Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
  • Chapter 12: The main points and conclusions of the report.

FAQ for this report

Who are the main players in the AI+Metal Materials Market report?

Ans: The main players in the AI+Metal Materials Market are ArcelorMittal, Nucor Corporation, Citrine Informatics, Deep Material, MatCloud, Liyue New Material, Hailiang Group

What are the Application segmentation covered in the AI+Metal Materials Market report?

Ans: The Applications covered in the AI+Metal Materials Market report are Material Design, Smart Manufacturing, Others

What are the Type segmentation covered in the AI+Metal Materials Market report?

Ans: The Types covered in the AI+Metal Materials Market report are Metal Functional Materials, Metal Structural Materials

Recommended Reports

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1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global AI+Metal Materials Market Size Growth Rate by Type: 2019 VS 2023 VS 2030
1.2.2 Metal Functional Materials
1.2.3 Metal Structural Materials
1.3 Market by Application
1.3.1 Global AI+Metal Materials Market Growth by Application: 2019 VS 2023 VS 2030
1.3.2 Material Design
1.3.3 Smart Manufacturing
1.3.4 Others
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global AI+Metal Materials Market Perspective (2019-2030)
2.2 Global AI+Metal Materials Growth Trends by Region
2.2.1 Global AI+Metal Materials Market Size by Region: 2019 VS 2023 VS 2030
2.2.2 AI+Metal Materials Historic Market Size by Region (2019-2024)
2.2.3 AI+Metal Materials Forecasted Market Size by Region (2025-2030)
2.3 AI+Metal Materials Market Dynamics
2.3.1 AI+Metal Materials Industry Trends
2.3.2 AI+Metal Materials Market Drivers
2.3.3 AI+Metal Materials Market Challenges
2.3.4 AI+Metal Materials Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top AI+Metal Materials Players by Revenue
3.1.1 Global Top AI+Metal Materials Players by Revenue (2019-2024)
3.1.2 Global AI+Metal Materials Revenue Market Share by Players (2019-2024)
3.2 Global AI+Metal Materials Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by AI+Metal Materials Revenue
3.4 Global AI+Metal Materials Market Concentration Ratio
3.4.1 Global AI+Metal Materials Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by AI+Metal Materials Revenue in 2023
3.5 Global Key Players of AI+Metal Materials Head office and Area Served
3.6 Global Key Players of AI+Metal Materials, Product and Application
3.7 Global Key Players of AI+Metal Materials, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 AI+Metal Materials Breakdown Data by Type
4.1 Global AI+Metal Materials Historic Market Size by Type (2019-2024)
4.2 Global AI+Metal Materials Forecasted Market Size by Type (2025-2030)
5 AI+Metal Materials Breakdown Data by Application
5.1 Global AI+Metal Materials Historic Market Size by Application (2019-2024)
5.2 Global AI+Metal Materials Forecasted Market Size by Application (2025-2030)
6 North America
6.1 North America AI+Metal Materials Market Size (2019-2030)
6.2 North America AI+Metal Materials Market Growth Rate by Country: 2019 VS 2023 VS 2030
6.3 North America AI+Metal Materials Market Size by Country (2019-2024)
6.4 North America AI+Metal Materials Market Size by Country (2025-2030)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe AI+Metal Materials Market Size (2019-2030)
7.2 Europe AI+Metal Materials Market Growth Rate by Country: 2019 VS 2023 VS 2030
7.3 Europe AI+Metal Materials Market Size by Country (2019-2024)
7.4 Europe AI+Metal Materials Market Size by Country (2025-2030)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific AI+Metal Materials Market Size (2019-2030)
8.2 Asia-Pacific AI+Metal Materials Market Growth Rate by Country: 2019 VS 2023 VS 2030
8.3 Asia-Pacific AI+Metal Materials Market Size by Region (2019-2024)
8.4 Asia-Pacific AI+Metal Materials Market Size by Region (2025-2030)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America AI+Metal Materials Market Size (2019-2030)
9.2 Latin America AI+Metal Materials Market Growth Rate by Country: 2019 VS 2023 VS 2030
9.3 Latin America AI+Metal Materials Market Size by Country (2019-2024)
9.4 Latin America AI+Metal Materials Market Size by Country (2025-2030)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa AI+Metal Materials Market Size (2019-2030)
10.2 Middle East & Africa AI+Metal Materials Market Growth Rate by Country: 2019 VS 2023 VS 2030
10.3 Middle East & Africa AI+Metal Materials Market Size by Country (2019-2024)
10.4 Middle East & Africa AI+Metal Materials Market Size by Country (2025-2030)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 ArcelorMittal
11.1.1 ArcelorMittal Company Details
11.1.2 ArcelorMittal Business Overview
11.1.3 ArcelorMittal AI+Metal Materials Introduction
11.1.4 ArcelorMittal Revenue in AI+Metal Materials Business (2019-2024)
11.1.5 ArcelorMittal Recent Development
11.2 Nucor Corporation
11.2.1 Nucor Corporation Company Details
11.2.2 Nucor Corporation Business Overview
11.2.3 Nucor Corporation AI+Metal Materials Introduction
11.2.4 Nucor Corporation Revenue in AI+Metal Materials Business (2019-2024)
11.2.5 Nucor Corporation Recent Development
11.3 Citrine Informatics
11.3.1 Citrine Informatics Company Details
11.3.2 Citrine Informatics Business Overview
11.3.3 Citrine Informatics AI+Metal Materials Introduction
11.3.4 Citrine Informatics Revenue in AI+Metal Materials Business (2019-2024)
11.3.5 Citrine Informatics Recent Development
11.4 Deep Material
11.4.1 Deep Material Company Details
11.4.2 Deep Material Business Overview
11.4.3 Deep Material AI+Metal Materials Introduction
11.4.4 Deep Material Revenue in AI+Metal Materials Business (2019-2024)
11.4.5 Deep Material Recent Development
11.5 MatCloud
11.5.1 MatCloud Company Details
11.5.2 MatCloud Business Overview
11.5.3 MatCloud AI+Metal Materials Introduction
11.5.4 MatCloud Revenue in AI+Metal Materials Business (2019-2024)
11.5.5 MatCloud Recent Development
11.6 Liyue New Material
11.6.1 Liyue New Material Company Details
11.6.2 Liyue New Material Business Overview
11.6.3 Liyue New Material AI+Metal Materials Introduction
11.6.4 Liyue New Material Revenue in AI+Metal Materials Business (2019-2024)
11.6.5 Liyue New Material Recent Development
11.7 Hailiang Group
11.7.1 Hailiang Group Company Details
11.7.2 Hailiang Group Business Overview
11.7.3 Hailiang Group AI+Metal Materials Introduction
11.7.4 Hailiang Group Revenue in AI+Metal Materials Business (2019-2024)
11.7.5 Hailiang Group Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
List of Tables
 Table 1. Global AI+Metal Materials Market Size Growth Rate by Type (US$ Million): 2019 VS 2023 VS 2030
 Table 2. Key Players of Metal Functional Materials
 Table 3. Key Players of Metal Structural Materials
 Table 4. Global AI+Metal Materials Market Size Growth by Application (US$ Million): 2019 VS 2023 VS 2030
 Table 5. Global AI+Metal Materials Market Size by Region (US$ Million): 2019 VS 2023 VS 2030
 Table 6. Global AI+Metal Materials Market Size by Region (2019-2024) & (US$ Million)
 Table 7. Global AI+Metal Materials Market Share by Region (2019-2024)
 Table 8. Global AI+Metal Materials Forecasted Market Size by Region (2025-2030) & (US$ Million)
 Table 9. Global AI+Metal Materials Market Share by Region (2025-2030)
 Table 10. AI+Metal Materials Market Trends
 Table 11. AI+Metal Materials Market Drivers
 Table 12. AI+Metal Materials Market Challenges
 Table 13. AI+Metal Materials Market Restraints
 Table 14. Global AI+Metal Materials Revenue by Players (2019-2024) & (US$ Million)
 Table 15. Global AI+Metal Materials Market Share by Players (2019-2024)
 Table 16. Global Top AI+Metal Materials Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI+Metal Materials as of 2023)
 Table 17. Ranking of Global Top AI+Metal Materials Companies by Revenue (US$ Million) in 2023
 Table 18. Global 5 Largest Players Market Share by AI+Metal Materials Revenue (CR5 and HHI) & (2019-2024)
 Table 19. Global Key Players of AI+Metal Materials, Headquarters and Area Served
 Table 20. Global Key Players of AI+Metal Materials, Product and Application
 Table 21. Global Key Players of AI+Metal Materials, Date of Enter into This Industry
 Table 22. Mergers & Acquisitions, Expansion Plans
 Table 23. Global AI+Metal Materials Market Size by Type (2019-2024) & (US$ Million)
 Table 24. Global AI+Metal Materials Revenue Market Share by Type (2019-2024)
 Table 25. Global AI+Metal Materials Forecasted Market Size by Type (2025-2030) & (US$ Million)
 Table 26. Global AI+Metal Materials Revenue Market Share by Type (2025-2030)
 Table 27. Global AI+Metal Materials Market Size by Application (2019-2024) & (US$ Million)
 Table 28. Global AI+Metal Materials Revenue Market Share by Application (2019-2024)
 Table 29. Global AI+Metal Materials Forecasted Market Size by Application (2025-2030) & (US$ Million)
 Table 30. Global AI+Metal Materials Revenue Market Share by Application (2025-2030)
 Table 31. North America AI+Metal Materials Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
 Table 32. North America AI+Metal Materials Market Size by Country (2019-2024) & (US$ Million)
 Table 33. North America AI+Metal Materials Market Size by Country (2025-2030) & (US$ Million)
 Table 34. Europe AI+Metal Materials Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
 Table 35. Europe AI+Metal Materials Market Size by Country (2019-2024) & (US$ Million)
 Table 36. Europe AI+Metal Materials Market Size by Country (2025-2030) & (US$ Million)
 Table 37. Asia-Pacific AI+Metal Materials Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
 Table 38. Asia-Pacific AI+Metal Materials Market Size by Region (2019-2024) & (US$ Million)
 Table 39. Asia-Pacific AI+Metal Materials Market Size by Region (2025-2030) & (US$ Million)
 Table 40. Latin America AI+Metal Materials Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
 Table 41. Latin America AI+Metal Materials Market Size by Country (2019-2024) & (US$ Million)
 Table 42. Latin America AI+Metal Materials Market Size by Country (2025-2030) & (US$ Million)
 Table 43. Middle East & Africa AI+Metal Materials Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
 Table 44. Middle East & Africa AI+Metal Materials Market Size by Country (2019-2024) & (US$ Million)
 Table 45. Middle East & Africa AI+Metal Materials Market Size by Country (2025-2030) & (US$ Million)
 Table 46. ArcelorMittal Company Details
 Table 47. ArcelorMittal Business Overview
 Table 48. ArcelorMittal AI+Metal Materials Product
 Table 49. ArcelorMittal Revenue in AI+Metal Materials Business (2019-2024) & (US$ Million)
 Table 50. ArcelorMittal Recent Development
 Table 51. Nucor Corporation Company Details
 Table 52. Nucor Corporation Business Overview
 Table 53. Nucor Corporation AI+Metal Materials Product
 Table 54. Nucor Corporation Revenue in AI+Metal Materials Business (2019-2024) & (US$ Million)
 Table 55. Nucor Corporation Recent Development
 Table 56. Citrine Informatics Company Details
 Table 57. Citrine Informatics Business Overview
 Table 58. Citrine Informatics AI+Metal Materials Product
 Table 59. Citrine Informatics Revenue in AI+Metal Materials Business (2019-2024) & (US$ Million)
 Table 60. Citrine Informatics Recent Development
 Table 61. Deep Material Company Details
 Table 62. Deep Material Business Overview
 Table 63. Deep Material AI+Metal Materials Product
 Table 64. Deep Material Revenue in AI+Metal Materials Business (2019-2024) & (US$ Million)
 Table 65. Deep Material Recent Development
 Table 66. MatCloud Company Details
 Table 67. MatCloud Business Overview
 Table 68. MatCloud AI+Metal Materials Product
 Table 69. MatCloud Revenue in AI+Metal Materials Business (2019-2024) & (US$ Million)
 Table 70. MatCloud Recent Development
 Table 71. Liyue New Material Company Details
 Table 72. Liyue New Material Business Overview
 Table 73. Liyue New Material AI+Metal Materials Product
 Table 74. Liyue New Material Revenue in AI+Metal Materials Business (2019-2024) & (US$ Million)
 Table 75. Liyue New Material Recent Development
 Table 76. Hailiang Group Company Details
 Table 77. Hailiang Group Business Overview
 Table 78. Hailiang Group AI+Metal Materials Product
 Table 79. Hailiang Group Revenue in AI+Metal Materials Business (2019-2024) & (US$ Million)
 Table 80. Hailiang Group Recent Development
 Table 81. Research Programs/Design for This Report
 Table 82. Key Data Information from Secondary Sources
 Table 83. Key Data Information from Primary Sources
 Table 84. Authors List of This Report


List of Figures
 Figure 1. AI+Metal Materials Picture
 Figure 2. Global AI+Metal Materials Market Size Comparison by Type (2024-2030) & (US$ Million)
 Figure 3. Global AI+Metal Materials Market Share by Type: 2023 VS 2030
 Figure 4. Metal Functional Materials Features
 Figure 5. Metal Structural Materials Features
 Figure 6. Global AI+Metal Materials Market Size by Application (2024-2030) & (US$ Million)
 Figure 7. Global AI+Metal Materials Market Share by Application: 2023 VS 2030
 Figure 8. Material Design Case Studies
 Figure 9. Smart Manufacturing Case Studies
 Figure 10. Others Case Studies
 Figure 11. AI+Metal Materials Report Years Considered
 Figure 12. Global AI+Metal Materials Market Size (US$ Million), Year-over-Year: 2019-2030
 Figure 13. Global AI+Metal Materials Market Size, (US$ Million), 2019 VS 2023 VS 2030
 Figure 14. Global AI+Metal Materials Market Share by Region: 2023 VS 2030
 Figure 15. Global AI+Metal Materials Market Share by Players in 2023
 Figure 16. Global Top AI+Metal Materials Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI+Metal Materials as of 2023)
 Figure 17. The Top 10 and 5 Players Market Share by AI+Metal Materials Revenue in 2023
 Figure 18. North America AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 19. North America AI+Metal Materials Market Share by Country (2019-2030)
 Figure 20. United States AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 21. Canada AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 22. Europe AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 23. Europe AI+Metal Materials Market Share by Country (2019-2030)
 Figure 24. Germany AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 25. France AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 26. U.K. AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 27. Italy AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 28. Russia AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 29. Nordic Countries AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 30. Asia-Pacific AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 31. Asia-Pacific AI+Metal Materials Market Share by Region (2019-2030)
 Figure 32. China AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 33. Japan AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 34. South Korea AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 35. Southeast Asia AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 36. India AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 37. Australia AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 38. Latin America AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 39. Latin America AI+Metal Materials Market Share by Country (2019-2030)
 Figure 40. Mexico AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 41. Brazil AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 42. Middle East & Africa AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 43. Middle East & Africa AI+Metal Materials Market Share by Country (2019-2030)
 Figure 44. Turkey AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 45. Saudi Arabia AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 46. UAE AI+Metal Materials Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 47. ArcelorMittal Revenue Growth Rate in AI+Metal Materials Business (2019-2024)
 Figure 48. Nucor Corporation Revenue Growth Rate in AI+Metal Materials Business (2019-2024)
 Figure 49. Citrine Informatics Revenue Growth Rate in AI+Metal Materials Business (2019-2024)
 Figure 50. Deep Material Revenue Growth Rate in AI+Metal Materials Business (2019-2024)
 Figure 51. MatCloud Revenue Growth Rate in AI+Metal Materials Business (2019-2024)
 Figure 52. Liyue New Material Revenue Growth Rate in AI+Metal Materials Business (2019-2024)
 Figure 53. Hailiang Group Revenue Growth Rate in AI+Metal Materials Business (2019-2024)
 Figure 54. Bottom-up and Top-down Approaches for This Report
 Figure 55. Data Triangulation
 Figure 56. Key Executives Interviewed
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