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INDUSTRY PROFILE

Materials Informatics

Materials informatics applies machine learning and simulation to discover and optimize materials far faster than trial and error. It recruits computational materials scientists from academia and partners with university groups generating training data and models.

MARKET SIZE

$5B

KEY COMPANIES

10

TARGET RESEARCHERS

Computational materials scientists and ML researchers in DFT, ML potentials, high-throughput screening, and Bayesian optimization

KEY COMPANIES

Citrine Informatics

Materials Zone

Kebotix

Schrödinger

Dunia Innovations

Matmerize

Polymerize

Intellegens

Uncountable

Phase Genomics

USE CASES

01

ML-potential R&D recruitment

02

Accelerated materials-discovery partnerships

03

University computational-materials collaborations

04

High-throughput-screening talent pipeline

05

R&D data-platform deployment

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$ sci-buy search --industry "Materials Informatics"

Searching researchers targeted by Materials Informatics...
Market size: $5B | 10 key companies
Target: Computational materials scientists and ML researchers in DFT, ML potentials, high-throughput screening, and Bayesian optimization
5 use cases identified

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