DiffSyn: a generative diffusion approach to materials synthesis planning

Published in Nature Computational Science, 2026

Recommended citation: Pan, E.; Kwon, S.; Liu, S.; Xie, M.; Hoffman, A. J.; Duan, Y.; Prein, T.; Sheriff, K.; Román-Leshkov, Y.; Moliner, M.; Gómez-Bombarelli, R.; Olivetti, E. A. DiffSyn: a generative diffusion approach to materials synthesis planning. Nat. Comput. Sci. 2026, 6, 4, 404–416. DOI: 10.1038/s43588-025-00949-9. https://doi.org/10.1038/s43588-025-00949-9

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Recommended citation: Pan, E.; Kwon, S.; Liu, S.; Xie, M.; Hoffman, A. J.; Duan, Y.; Prein, T.; Sheriff, K.; Román-Leshkov, Y.; Moliner, M.; Gómez-Bombarelli, R.; Olivetti, E. A. DiffSyn: a generative diffusion approach to materials synthesis planning. Nat. Comput. Sci. 2026, 6, 4, 404–416. DOI: 10.1038/s43588-025-00949-9.