재료 정보학(MI) 시장 : 재료 유형별, 기술별, 용도별, 국가별, 지역별 - 산업 분석, 시장 규모, 시장 점유율 및 예측(2024-2032년)

REPORT HIGHLIGHT

Material Informatics Market size was valued at USD 201.43 Million in 2023, expanding at a CAGR of 28.45% from 2024 to 2032.

Materials Informatics is an effort that aims to enhance the efficiency of materials development through the utilization of informatics methods, such as statistical analysis. In recent times, there has been a widespread application of these methods in the field of materials, due to the digitization of data and the availability of powerful computing equipment like supercomputers. These advancements have enabled researchers to analyze experiments and papers, thereby predicting the molecular structure and manufacturing techniques of materials. Materials Informatics encompasses a range of technologies from various fields, including properties theory, experiments, simulations, databases, cloud computing, security, and machine learning. It is considered a fusion of materials science and information science, and its application has been greatly accelerated by technological advancements in both domains. Governments around the world are actively investing in materials informatics, with the Obama administration in the U.S. allocating approximately 200 million dollars to promote its development.

Material Informatics Market- Market Dynamics

Increasing integration of material informatics and Artificial Intelligence (AI) is expected to dominate the growth of market.

Material informatics, when combined with AI, allows for the customization and improvement of materials to meet specific requirements in a wide range of applications. This personalized approach has the potential to create more efficient and high-performing materials in sectors such as electronics, healthcare, energy, and aerospace. According to AI statistics, 54% of companies consider AI to be a cost-effective solution, highlighting the significance of integrating AI into business strategies by 2024. Material informatics employs computational techniques, data analysis, and AI methods to accelerate the process of discovering, developing, and optimizing materials. The ability to produce materials with tailored properties for various uses presents numerous opportunities across different industries. However, a lack of transparency could hinder the expansion of the market.

Material Informatics Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 28.45% over the forecast period (2024-2032)

Based on Material Type segmentation, Elements was predicted to show maximum market share in the year 2023

Based on Technique segmentation, Statistical Analysis was the leading type in 2023

Based on Application segmentation, Material Types Science was the leading type in 2023

On the basis of region, North America was the leading revenue generator in 2023

Material Informatics Market- Segmentation Analysis:

The Global Material Informatics Market is segmented on the basis of Material Type, Technique, Application, and Region.

The market is categorized into three sections according to the Material Type: Elements, Chemical, and Others. Elements hold the majority share in the market. The utilization of these elements in the material informatics market enables a more precise and focused approach to cater to the distinct needs and demands of various industries, applications, and regions.

The market is segmented into four groups according to Technique: Deep Tensor, Digital Annealer, Genetic Algorithm, and Statistical Analysis. Statistical Analysis holds the largest market share. Statistical analysis is frequently paired with data visualization methods. Utilizing plots, charts, and graphs to visualize data can aid in comprehending trends, patterns, and correlations within complex datasets.

The market is segmented into five categories according to Application: Chemical & Pharmaceutical, Material Types Science, Manufacturing, Food Science, Energy, and Others. Material Types Science holds the largest market share. Material informatics plays a key role in developing eco-friendly materials with specific properties that comply with regulations, thus driving market expansion.

Material Informatics Market- Geographical Insights

Geographically, this market spans across North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further categorized based on the countries involved in business activities. The growth of the market is expected to be driven by North America, primarily due to the increasing adoption of data mining and machine learning in the field of material informatics. North America has been at the forefront of advancements in data mining, machine learning, and artificial intelligence (AI), which are integral to material informatics. The United States holds the largest market size for machine learning, with the projected value of USD56.75 billion in 2023, according to Machine Learning Statistics. Europe holds the second largest region for market growth, attributed to the growing research and development activities across various sectors such as electronics, chemicals, and others.

Material Informatics Market- Competitive Landscape:

Specialized companies in material informatics software are in competition to provide comprehensive solutions for data analysis, modeling, simulation, and predictive analytics. These software platforms empower researchers and engineers to effectively explore, analyze, and design materials with specific properties. Industries such as automotive, aerospace, electronics, energy, and healthcare utilize material informatics to expedite the discovery of new materials, optimize manufacturing processes, and improve product performance. These industrial players invest in internal research and development, collaborate with software providers and research institutions, and implement material informatics solutions to gain a competitive advantage.

Recent Developments:

Materials Informatics (MI) is an emerging area of research that involves the utilization of artificial intelligence and deep learning to analyze large volumes of materials data. While traditional materials research has relied heavily on experimentation and researchers' expertise, the potential applications of MI are continuously growing.

In the past few years, companies in the chemical and materials industry have been challenged to create advanced materials that support the concept of a circular economy. Unlike the traditional approach to materials development, which involves time-consuming trial and error processes, there is a growing interest in materials informatics, which integrates materials science with information science.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL MATERIAL INFORMATICS MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

AI Materia

Exabyte.io

Alpine Electronics Inc.

Citrine Informatics

Dassault Systems

Kebotix

Hitachi High-Tech

Schrodinger

Materials Zone Ltd.

MaterialsDesign

MAT3RA

Nutonian Inc.

Noble.AI

Phaseshift Technologies

Tilde Materials Informatics

Others

GLOBAL MATERIAL INFORMATICS MARKET, BY MATERIAL TYPE- MARKET ANALYSIS, 2019 - 2032

• Elements
• Chemical
• Others

GLOBAL MATERIAL INFORMATICS MARKET, BY TECHNIQUE- MARKET ANALYSIS, 2019 - 2032

• Deep Tensor
• Digital Annealer
• Genetic Algorithm
• Statistical Analysis

GLOBAL MATERIAL INFORMATICS MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - \]

• Chemical & Pharmaceutical
• Material Types Science
• Manufacturing
• Food Science
• Energy
• Others

GLOBAL MATERIAL INFORMATICS MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

• North America
• The U.S.
• Canada
• Europe
• Germany
• France
• Italy
• Spain
• United Kingdom
• Russia
• Netherlands
• Sweden
• Poland
• Rest of Europe
• Asia Pacific
• India
• China
• South Korea
• Japan
• Australia
• Thailand
• Indonesia
• Philippines
• Rest of APAC
• Latin America
• Brazil
• Mexico
• Argentina
• Colombia
• Rest of LATAM
• The Middle East and Africa
• Saudi Arabia
• United Arab Emirates
• Israel
• Turkey
• Algeria
• Egypt
• Rest of MEA

Table of Contents

1.Material Informatics Market Overview

• 1.1.Study Scope
• 1.2.Market Estimation Years

2.Executive Summary

• 2.1.Market Snippet
  • 2.1.1.Material Informatics Market Snippet by Material Type
  • 2.1.2.Material Informatics Market Snippet by Technique
  • 2.1.3.Material Informatics Market Snippet by Application
  • 2.1.4.Material Informatics Market Snippet by Country
  • 2.1.5.Material Informatics Market Snippet by Region
• 2.2.Competitive Insights

3.Material Informatics Key Market Trends

• 3.1.Material Informatics Market Drivers
  • 3.1.1.Impact Analysis of Market Drivers
• 3.2.Material Informatics Market Restraints
  • 3.2.1.Impact Analysis of Market Restraints
• 3.3.Material Informatics Market Opportunities
• 3.4.Material Informatics Market Future Trends

4.Material Informatics Industry Study

• 4.1.PEST Analysis
• 4.2.Porter's Five Forces Analysis
• 4.3.Growth Prospect Mapping
• 4.4.Regulatory Framework Analysis

5.Material Informatics Market: COVID-19 Impact Analysis

• 5.1.Pre-COVID-19 Impact Analysis
• 5.2.Post-COVID-19 Impact Analysis
  • 5.2.1.Top Performing Segments
  • 5.2.2.Marginal Growth Segments
  • 5.2.3.Top Looser Segments
  • 5.2.4.Marginal Loss Segments

6.Material Informatics Market Landscape

• 6.1.Material Informatics Market Share Analysis, 2023
• 6.2.Breakdown Data, by Key Manufacturer
  • 6.2.1.Established Players' Analysis
  • 6.2.2.Emerging Players' Analysis

7.Material Informatics Market - By Material Type

• 7.1.Overview
  • 7.1.1.Segment Share Analysis, By Material Type, 2023 & 2032 (%)
  • 7.1.2.Elements
  • 7.1.3.Chemical
  • 7.1.4.Others

8.Material Informatics Market - By Technique

• 8.1.Overview
  • 8.1.1.Segment Share Analysis, By Technique, 2023 & 2032 (%)
  • 8.1.2.Deep Tensor
  • 8.1.3.Digital Annealer
  • 8.1.4.Genetic Algorithm
  • 8.1.5.Statistical Analysis

9.Material Informatics Market - By Application

• 9.1.Overview
  • 9.1.1.Segment Share Analysis, By Application, 2023 & 2032 (%)
  • 9.1.2.Chemical & Pharmaceutical
  • 9.1.3.Material Types Science
  • 9.1.4.Manufacturing
  • 9.1.5.Food Science
  • 9.1.6.Energy
  • 9.1.7.Others

10.Material Informatics Market- By Geography

• 10.1.Introduction
  • 10.1.1.Segment Share Analysis, By Geography, 2023 & 2032 (%)
• 10.2.North America
  • 10.2.1.Overview
  • 10.2.2.Material Informatics Key Manufacturers in North America
  • 10.2.3.North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
  • 10.2.4.North America Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
  • 10.2.5.North America Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
  • 10.2.6.North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.2.7.U.S.
    • 10.2.7.1.Overview
    • 10.2.7.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.2.7.3.U.S. Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.2.7.4.U.S. Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.2.7.5.U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.2.8.Canada
    • 10.2.8.1.Overview
    • 10.2.8.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.2.8.3.Canada Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.2.8.4.Canada Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.2.8.5.Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
• 10.3.Europe
  • 10.3.1.Overview
  • 10.3.2.Material Informatics Key Manufacturers in Europe
  • 10.3.3.Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
  • 10.3.4.Europe Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
  • 10.3.5.Europe Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
  • 10.3.6.Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.7.Germany
    • 10.3.7.1.Overview
    • 10.3.7.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.7.3.Germany Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.3.7.4.Germany Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.3.7.5.Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.8.Italy
    • 10.3.8.1.Overview
    • 10.3.8.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.8.3.Italy Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.3.8.4.Italy Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.3.8.5.Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.9.United Kingdom
    • 10.3.9.1.Overview
    • 10.3.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.9.3.United Kingdom Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.3.9.4.United Kingdom Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.3.9.5.United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.10.France
    • 10.3.10.1.Overview
    • 10.3.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.10.3.France Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.3.10.4.France Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.3.10.5.France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.11.Russia
    • 10.3.11.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.11.2.Russia Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.3.11.3.Russia Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.3.11.4.Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.12.Netherlands
    • 10.3.12.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.12.2.Netherlands Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.3.12.3.Netherlands Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.3.12.4.Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.13.Sweden
    • 10.3.13.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.13.2.Sweden Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.3.13.3.Sweden Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.3.13.4.Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.14.Poland
    • 10.3.14.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.14.2.Poland Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.3.14.3.Poland Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.3.14.4.Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.15.Rest of Europe
    • 10.3.15.1.Overview
    • 10.3.15.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.15.3.Rest of the Europe Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.3.15.4.Rest of the Europe Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.3.15.5.Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
• 10.4.Asia Pacific (APAC)
  • 10.4.1.Overview
  • 10.4.2.Material Informatics Key Manufacturers in Asia Pacific
  • 10.4.3.Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
  • 10.4.4.Asia Pacific Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
  • 10.4.5.Asia Pacific Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
  • 10.4.6.Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.7.India
    • 10.4.7.1.Overview
    • 10.4.7.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.7.3.India Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.4.7.4.India Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.4.7.5.India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.8.China
    • 10.4.8.1.Overview
    • 10.4.8.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.8.3.China Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.4.8.4.China Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.4.8.5.China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.9.Japan
    • 10.4.9.1.Overview
    • 10.4.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.9.3.Japan Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.4.9.4.Japan Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.4.9.5.Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.10.South Korea
    • 10.4.10.1.Overview
    • 10.4.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.10.3.South Korea Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.4.10.4.South Korea Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.4.10.5.South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.11.Australia
    • 10.4.11.1.Overview
    • 10.4.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.11.3.Australia Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.4.11.4.Australia Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.4.11.5.Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.12.Thailand
    • 10.4.12.1.Overview
    • 10.4.12.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.12.3.Thailand Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.4.12.4.Thailand Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.4.12.5.Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.13.Indonesia
    • 10.4.13.1.Overview
    • 10.4.13.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.13.3.Indonesia Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.4.13.4.Indonesia Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.4.13.5.Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.14.Philippines
    • 10.4.14.1.Overview
    • 10.4.14.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.14.3.Philippines Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.4.14.4.Philippines Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.4.14.5.Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.15.Rest of APAC
    • 10.4.15.1.Overview
    • 10.4.15.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.15.3.Rest of APAC Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.4.15.4.Rest of APAC Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.4.15.5.Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
• 10.5.Latin America
  • 10.5.1.Overview
  • 10.5.2.Material Informatics Key Manufacturers in Latin America
  • 10.5.3.Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
  • 10.5.4.Latin America Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
  • 10.5.5.Latin America Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
  • 10.5.6.Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.5.7.Brazil
    • 10.5.7.1.Overview
    • 10.5.7.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.5.7.3.Brazil Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.5.7.4.Brazil Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.5.7.5.Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.5.8.Mexico
    • 10.5.8.1.Overview
    • 10.5.8.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.5.8.3.Mexico Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.5.8.4.Mexico Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.5.8.5.Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.5.9.Argentina
    • 10.5.9.1.Overview
    • 10.5.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.5.9.3.Argentina Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.5.9.4.Argentina Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.5.9.5.Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.5.10.Colombia
    • 10.5.10.1.Overview
    • 10.5.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.5.10.3.Colombia Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.5.10.4.Colombia Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.5.10.5.Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.5.11.Rest of LATAM
    • 10.5.11.1.Overview
    • 10.5.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.5.11.3.Rest of LATAM Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.5.11.4.Rest of LATAM Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.5.11.5.Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
• 10.6.Middle East and Africa
  • 10.6.1.Overview
  • 10.6.2.Material Informatics Key Manufacturers in Middle East and Africa
  • 10.6.3.Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
  • 10.6.4.Middle East and Africa Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
  • 10.6.5.Middle East and Africa Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
  • 10.6.6.Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.6.7.Saudi Arabia
    • 10.6.7.1.Overview
    • 10.6.7.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.6.7.3.Saudi Arabia Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.6.7.4.Saudi Arabia Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.6.7.5.Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.6.8.United Arab Emirates
    • 10.6.8.1.Overview
    • 10.6.8.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.6.8.3.United Arab Emirates Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.6.8.4.United Arab Emirates Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.6.8.5.United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.6.9.Israel
    • 10.6.9.1.Overview
    • 10.6.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.6.9.3.Israel Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.6.9.4.Israel Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.6.9.5.Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.6.10.Turkey
    • 10.6.10.1.Overview
    • 10.6.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.6.10.3.Turkey Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.6.10.4.Turkey Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.6.10.5.Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.6.11.Algeria
    • 10.6.11.1.Overview
    • 10.6.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.6.11.3.Algeria Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.6.11.4.Algeria Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.6.11.5.Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.6.12.Egypt
    • 10.6.12.1.Overview
    • 10.6.12.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.6.12.3.Egypt Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.6.12.4.Egypt Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.6.12.5.Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.6.13.Rest of MEA
    • 10.6.13.1.Overview
    • 10.6.13.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.6.13.3.Rest of MEA Market Size and Forecast, By Material Type, 2019 - 2032 (US$ Million)
    • 10.6.13.4.Rest of MEA Market Size and Forecast, By Technique, 2019 - 2032 (US$ Million)
    • 10.6.13.5.Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)

11.Key Vendor Analysis- Material Informatics Industry

• 11.1.Competitive Dashboard
• 11.2.Company Profiles
  • 11.2.1.AI Materia
  • 11.2.2.Exabyte.io
  • 11.2.3.Alpine Electronics Inc.
  • 11.2.4.Citrine Informatics
  • 11.2.5.Dassault Systems
  • 11.2.6.Kebotix
  • 11.2.7.Hitachi High-Tech
  • 11.2.8.Schrodinger
  • 11.2.9.Materials Zone Ltd.
  • 11.2.10.MaterialsDesign
  • 11.2.11.MAT3RA
  • 11.2.12.Nutonian Inc.
  • 11.2.13.Noble.AI
  • 11.2.14.Phaseshift Technologies
  • 11.2.15.Tilde Materials Informatics
  • 11.2.16.Others

12.360 Degree Analyst View

13.Appendix

• 13.1.Research Methodology
• 13.2.References
• 13.3.Abbreviations
• 13.4.Disclaimer
• 13.5.Contact Us