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LLMatDesign: AI for Materials Discovery by Alessio Gagliardi is a document available to read on EtoBox.

LLMatDesign is a novel framework for autonomous materials discovery that leverages large language models (LLMs) to interpret human instructions and make modifications to materials based on user-defined properties. It incorporates self-reflection to adapt and improve its decision-making process, allowing for effective materials design even in data-scarce environments. The framework has been validated through systematic evaluations, demonstrating its potential to accelerate materials discovery and contribute

Author
Alessio Gagliardi
Language
EN