Foundation models for materials discovery – current state and future directions

Abstract Large language models, commonly known as LLMs, are showing promise in tacking some of the most complex tasks in AI. In this perspective, we review the wider field of foundation models—of which LLMs are a component—and their application to the field of materials discovery. In addition to the...

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Bibliographic Details
Main Authors: Edward O. Pyzer-Knapp, Matteo Manica, Peter Staar, Lucas Morin, Patrick Ruch, Teodoro Laino, John R. Smith, Alessandro Curioni
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-025-01538-0
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