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Page 1
SELFIES and the future of molecular string representations.
Krenn M, Ai Q, Barthel S, Carson N, Frei A, Frey NC, Friederich P, Gaudin T, Gayle AA, Jablonka KM, Lameiro RF, Lemm D, Lo A, Moosavi SM, Nápoles-Duarte JM, Nigam A, Pollice R, Rajan K, Schatzschneider U, Schwaller P, Skreta M, Smit B, Strieth-Kalthoff F, Sun C, Tom G, Falk von Rudorff G, Wang A, White AD, Young A, Yu R, Aspuru-Guzik A. Krenn M, et al. Among authors: schwaller p. Patterns (N Y). 2022 Oct 14;3(10):100588. doi: 10.1016/j.patter.2022.100588. eCollection 2022 Oct 14. Patterns (N Y). 2022. PMID: 36277819 Free PMC article. Review.
14 examples of how LLMs can transform materials science and chemistry: a reflection on a large language model hackathon.
Jablonka KM, Ai Q, Al-Feghali A, Badhwar S, Bocarsly JD, Bran AM, Bringuier S, Brinson LC, Choudhary K, Circi D, Cox S, de Jong WA, Evans ML, Gastellu N, Genzling J, Gil MV, Gupta AK, Hong Z, Imran A, Kruschwitz S, Labarre A, Lála J, Liu T, Ma S, Majumdar S, Merz GW, Moitessier N, Moubarak E, Mouriño B, Pelkie B, Pieler M, Ramos MC, Ranković B, Rodriques SG, Sanders JN, Schwaller P, Schwarting M, Shi J, Smit B, Smith BE, Van Herck J, Völker C, Ward L, Warren S, Weiser B, Zhang S, Zhang X, Zia GA, Scourtas A, Schmidt KJ, Foster I, White AD, Blaiszik B. Jablonka KM, et al. Among authors: schwaller p. Digit Discov. 2023 Aug 8;2(5):1233-1250. doi: 10.1039/d3dd00113j. eCollection 2023 Oct 9. Digit Discov. 2023. PMID: 38013906 Free PMC article. Review.
Fuelling the Digital Chemistry Revolution with Language Models.
Cardinale A, Castrogiovanni A, Gaudin T, Geluykens J, Laino T, Manica M, Probst D, Schwaller P, Sobczyk A, Toniato A, Vaucher AC, Wolf H, Zipoli F. Cardinale A, et al. Among authors: schwaller p. Chimia (Aarau). 2023 Aug 9;77(7-8):484-488. doi: 10.2533/chimia.2023.484. Chimia (Aarau). 2023. PMID: 38047789 Free article.
Accelerated chemical science with AI.
Back S, Aspuru-Guzik A, Ceriotti M, Gryn'ova G, Grzybowski B, Gu GH, Hein J, Hippalgaonkar K, Hormázabal R, Jung Y, Kim S, Kim WY, Moosavi SM, Noh J, Park C, Schrier J, Schwaller P, Tsuda K, Vegge T, von Lilienfeld OA, Walsh A. Back S, et al. Among authors: schwaller p. Digit Discov. 2023 Dec 6;3(1):23-33. doi: 10.1039/d3dd00213f. eCollection 2024 Jan 17. Digit Discov. 2023. PMID: 38239898 Free PMC article. Review.
Augmenting large language models with chemistry tools.
M Bran A, Cox S, Schilter O, Baldassari C, White AD, Schwaller P. M Bran A, et al. Among authors: schwaller p. Nat Mach Intell. 2024;6(5):525-535. doi: 10.1038/s42256-024-00832-8. Epub 2024 May 8. Nat Mach Intell. 2024. PMID: 38799228 Free PMC article.
Artificial intelligence for natural product drug discovery.
Mullowney MW, Duncan KR, Elsayed SS, Garg N, van der Hooft JJJ, Martin NI, Meijer D, Terlouw BR, Biermann F, Blin K, Durairaj J, Gorostiola González M, Helfrich EJN, Huber F, Leopold-Messer S, Rajan K, de Rond T, van Santen JA, Sorokina M, Balunas MJ, Beniddir MA, van Bergeijk DA, Carroll LM, Clark CM, Clevert DA, Dejong CA, Du C, Ferrinho S, Grisoni F, Hofstetter A, Jespers W, Kalinina OV, Kautsar SA, Kim H, Leao TF, Masschelein J, Rees ER, Reher R, Reker D, Schwaller P, Segler M, Skinnider MA, Walker AS, Willighagen EL, Zdrazil B, Ziemert N, Goss RJM, Guyomard P, Volkamer A, Gerwick WH, Kim HU, Müller R, van Wezel GP, van Westen GJP, Hirsch AKH, Linington RG, Robinson SL, Medema MH. Mullowney MW, et al. Among authors: schwaller p. Nat Rev Drug Discov. 2023 Nov;22(11):895-916. doi: 10.1038/s41573-023-00774-7. Epub 2023 Sep 11. Nat Rev Drug Discov. 2023. PMID: 37697042 Free article. Review.
Molecular hypergraph neural networks.
Chen J, Schwaller P. Chen J, et al. Among authors: schwaller p. J Chem Phys. 2024 Apr 14;160(14):144307. doi: 10.1063/5.0193557. J Chem Phys. 2024. PMID: 38597317
43 results