Towards AI-driven autonomous growth of 2D materials based on a graphene case study

Abstract The scalable synthesis of two-dimensional (2D) materials remains a key challenge for their integration into solid-state technology. While exfoliation techniques have driven much of the scientific progress, they are impractical for large-scale applications. Advances in artificial intelligenc...

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Bibliographic Details

Published in:	Communications Physics
Main Authors:	Leonardo Sabattini, Annalisa Coriolano, Corneel Casert, Stiven Forti, Edward S. Barnard, Fabio Beltram, Massimiliano Pontil, Stephen Whitelam, Camilla Coletti, Antonio Rossi
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-04-01
Online Access:	https://doi.org/10.1038/s42005-025-02086-1