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Accelerated Materials
Design & Discovery(AMDD)

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About AMDD

Launched in 2018, Toyota Research Institute’s (TRI) Accelerated Materials Design and Discovery (AMDD) program invested heavily in pioneering clean energy solutions. Partnering with leading universities, TRI developed cutting-edge tools, models, and methods that redefined what’s possible at the intersection of AI and materials science.

As a first mover in applying AI to materials discovery, AMDD achieved groundbreaking scientific advances, fostered the next generation of scientists, and inspired a wave of new startups. This series explores the program’s biggest accomplishments, challenges, and the lessons learned from our groundbreaking consortium.

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News Article

Deep Materials Embeddings to Accelerate Discovery of Stable Electrocatalysts and Beyond

News Article

Computational Framework for Data-Driven, Multi-Scale and Multi-Physics Modeling of Battery Materials

Scale Bridging Using 4DSTEM

Accelerating Materials Synthesis Through the A-Lab

Rational Computational Guided Design of Polymers

Tools for Bridging Length Scales and Adding Value to First-Principles Databases

Accelerated Materials Discovery - from Chemistry Through Microstructure

Fast Tracking from Manufacturing to Lifetime Prediction of Fuel Cells

Other Projects

Coming soon!