DiffSyn: a generative diffusion approach to materials synthesis planning

Nature Computational Science 2026

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Authors: Elton Pan, Soonhyoung Kwon, Sulin Liu, Mingrou Xie, Alexander J. Hoffman, Yifei Duan, Thorben Prein, Killian Sheriff, Yuriy Román‐Leshkov, Manuel Moliner, Rafael Gomez-Bombarelli, Elsa A. Olivetti
DOI: 10.1038/s43588-025-00949-9
Cited by: 6
References: 56

Fields of Study & Subjects

Zeolite Catalysis and Synthesis Machine Learning in Materials Science Catalysis and Oxidation Reactions

Publication details

Journal / source
Nature Computational Science
Publisher
Springer Science and Business Media LLC
Volume
6
Issue
4
Pages
404–416
Publication date
2 February 2026
Language
EN