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1413823

化學和材料資訊學領域的人工智慧市場：按產品、技術、部署、應用和最終用途分類 - 2024-2030 年全球預測

AI in Chemical & Material Informatics Market by Offering (Services, Software), Technology (Computer Vision, Machine Learning, Predictive Analytics), Deployment, Application, End-Use - Global Forecast 2024-2030
出版日期: | 出版商: 360iResearch | 英文 186 Pages | 商品交期: 最快1-2個工作天內

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化學和材料資訊學領域的人工智慧市場規模預計到2023年為86.9億美元，2024年達到120.8億美元，預計到2030年將達到892.9億美元，複合年成長率為39.46%。

化學和材料資訊學領域人工智慧的全球市場

主要市場統計
基準年[2023] 86.9億美元
預測年份 [2024] 120.8億美元
預測年份 [2030] 892.9億美元
複合年成長率（%） 39.46%
化學與材料資訊學市場中的人工智慧-IMG1

化學和材料資訊學背景下的人工智慧（AI）涉及機器學習和預測建模的應用，以解決化學和材料科學行業中的複雜問題。這一趨勢融合了人工智慧下新穎而強大的計算方法來研究、理解和預測化學品和材料的特性。該市場的主要成長催化劑包括技術發展以及對業務效率日益成長的需求。來自化學和材料行業的大量資料有助於高效的資料管理並支持市場成長。然而，高昂的投資成本、缺乏熟練的專業人員、對人工智慧可靠性的懷疑以及對資料安全和隱私的擔憂是阻礙市場成長的明顯挑戰。其他市場機會包括在研究和製造中快速增加機器人和自主系統的使用，為人工智慧整合開闢了進一步的可能性。雲端基礎的解決方案的接受度也為化學和材料領域的人工智慧服務供應商和軟體公司開闢了新的視野。

區域洞察

由於該地區的技術進步和充滿活力的創新生態系統，美洲化學和材料資訊學領域的人工智慧市場正在經歷顯著的趨勢，其中美國對人工智慧技術的採用做出了重大貢獻並在研發方面進行了大量投資。此外，開始注重產業多元化的地區正在推動人工智慧在化學和材料行業的應用。 EMEA（歐洲、中東和非洲）地區人工智慧在化學和材料資訊學市場的應用呈現強勁成長。法國、德國和英國等歐洲主要國家處於推動化學產業數位轉型的前沿。中東正在利用人工智慧的潛力，特別是在石油和天然氣領域，而非洲市場雖然新興，但隨著數位素養的提高和基礎設施的發展，顯示出有希望的跡象。蓬勃發展的科技場景和人工智慧投資的增加正在推動亞太地區的強勁成長。隨著新興國家在包括化學工業在內的所有工業領域採用人工智慧，以及數位經濟的蓬勃發展，亞太地區有望大幅擴展人工智慧在化學和材料資訊學領域的應用。

FPNV定位矩陣

FPNV定位矩陣對於評估化學和材料資訊學市場的AI至關重要。我們檢視與業務策略和產品滿意度相關的關鍵指標，以對供應商進行全面評估。這種深入的分析使用戶能夠根據自己的要求做出明智的決策。根據評估，供應商被分為四個成功程度不同的像限：前沿（F）、探路者（P）、利基（N）和重要（V）。

市場佔有率分析

市場佔有率分析是一個綜合工具，可以對化學品和材料資訊學市場中人工智慧供應商的現狀進行深入而深入的研究。全面比較和分析供應商在整體收益、基本客群和其他關鍵指標方面的貢獻，以便更好地了解公司的績效及其在爭奪市場佔有率時面臨的挑戰。此外，該分析還提供了對該行業競爭特徵的寶貴考察，包括在研究基準年觀察到的累積、分散主導地位和合併特徵等因素。這種詳細程度的提高使供應商能夠做出更明智的決策並制定有效的策略，從而在市場上獲得競爭優勢。

本報告在以下方面提供了寶貴的見解：

1-市場滲透率：提供有關主要企業所服務的市場的全面資訊。

2-市場開拓：我們深入研究利潤豐厚的新興市場，並分析它們在成熟細分市場中的滲透率。

3- 市場多元化：提供有關新產品發布、開拓地區、最新發展和投資的詳細資訊。

4-競爭力評估與資訊：對主要企業的市場佔有率、策略、產品、認證、監管狀況、專利狀況、製造能力等進行全面評估。

5- 產品開發與創新：提供對未來技術、研發活動和突破性產品開發的見解。

本報告解決了以下關鍵問題：

1-化學和材料資訊學領域AI市場的市場規模和預測是多少？

2-在化學品和材料資訊學市場的人工智慧預測期內，有哪些產品、細分市場、應用程式和領域需要考慮投資？

3-化學和材料資訊學領域AI市場的技術趨勢和法律規範是什麼？

4-化學和材料資訊學市場AI主要廠商的市場佔有率是多少？

5-進入化學和材料資訊學領域的AI市場合適的型態和策略手段是什麼？

目錄

第1章 前言

第2章調查方法

第3章執行摘要

第4章市場概況

第5章市場洞察

  • 市場動態
    • 促進因素
      • 由於化學工業中材料發現和實驗的加速，資料生成量增加
      • 對材料特性和化學反應的預測建模的需求不斷成長
    • 抑制因素
      • 在化學/材料資訊學領域引入人工智慧解決方案的成本很高
    • 機會
      • 化學和材料資訊學領域人工智慧解決方案的持續技術進步
      • 設計環保材料和工藝的新應用
    • 任務
      • 與人工智慧在化學和材料資訊學中使用相關的資料隱私和安全問題
  • 市場區隔分析
    • 我們提供什麼：擴大具有預測能力的人工智慧軟體在化學和材料資訊學中的使用
    • 技術：擴展機器學習的應用，從過去的模式中學習，以加快決策流程
    • 部署：雲端人工智慧系統對於新興企業企業到中型企業的巨大潛力
    • 應用：材料發現和實驗對人工智慧的巨大需求，因為它可以節省試驗和測試資源
    • 最終用途：擴大人工智慧在整個化學產業的化學和材料資訊學中的使用，以加速新化學品的發現。
  • 市場趨勢分析
  • 高通膨的累積效應
  • 波特五力分析
  • 價值鍊和關鍵路徑分析
  • 法律規範

第6章化學和材料資訊學中的人工智慧市場：透過提供

  • 服務
  • 軟體

第7章 化學和材料資訊學領域的人工智慧市場：按技術分類

  • 電腦視覺
  • 機器學習
  • 預測分析

第8章化學和材料資訊學中的人工智慧市場：按發展分類

  • 雲
  • 本地

第9章化學和材料資訊學領域的人工智慧市場：按應用分類

  • 材料發現與實驗
  • 材料製造
  • 品管與保證

第10章化學和材料資訊學中的人工智慧市場：按最終用途

  • 電池和能源儲存
  • 化學品
  • 金屬和採礦
  • 藥品
  • 聚合物和塑膠
  • 半導體

第11章 美洲化學和材料資訊學領域的人工智慧市場

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美國

第12章 亞太地區化學與材料資訊學人工智慧市場

  • 澳洲
  • 中國
  • 印度
  • 印尼
  • 日本
  • 馬來西亞
  • 菲律賓
  • 新加坡
  • 韓國
  • 台灣
  • 泰國
  • 越南

第13章歐洲、中東和非洲化學和材料資訊學領域的人工智慧市場

  • 丹麥
  • 埃及
  • 芬蘭
  • 法國
  • 德國
  • 以色列
  • 義大利
  • 荷蘭
  • 奈及利亞
  • 挪威
  • 波蘭
  • 卡達
  • 俄羅斯
  • 沙烏地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公國
  • 英國

第14章競爭形勢

  • FPNV定位矩陣
  • 市場佔有率分析：主要企業
  • 主要企業競爭情境分析
    • 新產品發布和功能增強

第15章競爭組合

  • 主要公司簡介
    • AI Materia
    • Ansatz AI
    • Bytelab Solutions SL. All
    • Chemical.AI
    • Citrine Informatics
    • Dassault Systemes 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
    • Schrodinger, Inc.
    • Sumitomo Chemical Co., Ltd.
    • TDK Corporation
    • Tilde Materials Informatics
    • Toray Industries, Inc.
    • Uncountable Inc
  • 主要產品系列

第16章附錄

  • 討論指南
  • 關於許可證和定價
Product Code: MRR-2E76C3E47E29

[186 Pages Report] The AI in Chemical & Material Informatics Market size was estimated at USD 8.69 billion in 2023 and expected to reach USD 12.08 billion in 2024, at a CAGR 39.46% to reach USD 89.29 billion by 2030.

Global AI in Chemical & Material Informatics Market

KEY MARKET STATISTICS
Base Year [2023] USD 8.69 billion
Estimated Year [2024] USD 12.08 billion
Forecast Year [2030] USD 89.29 billion
CAGR (%) 39.46%
AI in Chemical & Material Informatics Market - IMG1

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 Systemes 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, Schrodinger, 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:

1. Market Penetration: It presents comprehensive information on the market provided by key players.

2. Market Development: It delves deep into lucrative emerging markets and analyzes the penetration across mature market segments.

3. Market Diversification: It provides detailed information on new product launches, untapped geographic regions, recent developments, and investments.

4. 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.

5. Product Development & Innovation: It offers intelligent insights on future technologies, R&D activities, and breakthrough product developments.

The report addresses key questions such as:

1. What is the market size and forecast of the AI in Chemical & Material Informatics Market?

2. Which products, segments, applications, and areas should one consider investing in over the forecast period in the AI in Chemical & Material Informatics Market?

3. What are the technology trends and regulatory frameworks in the AI in Chemical & Material Informatics Market?

4. What is the market share of the leading vendors in the AI in Chemical & Material Informatics Market?

5. Which modes and strategic moves are suitable for entering the AI in Chemical & Material Informatics Market?

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. 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 Systemes 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. Schrodinger, 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