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Google's AI model discovers many new stable inorganic materials

Published on:

8 February 2024

Primary Category:

Materials Science

Paper Authors:

Miao Liu,

Sheng Meng

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Key Details

GNoME model discovers 384,781 new stable inorganic materials

Equivalent to 800 years of human knowledge and effort

Powered by dataset of 2.2 million materials from computations

Opens up vast undiscovered chemical space

Will accelerate innovations in materials science

AI generated summary

Google's AI model discovers many new stable inorganic materials

Google unveiled an AI model called GNoME that identified 384,781 new thermodynamically stable inorganic materials. This is a major breakthrough, as it discovered materials equivalent to 800 years of human knowledge. The model was trained on a dataset of over 2 million materials obtained via quantum mechanics calculations. Key implications are accelerated materials discovery and innovations in areas like electronics and energy.

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