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Learning skillful medium-range global weather forecasting.
Lam R, Sanchez-Gonzalez A, Willson M, Wirnsberger P, Fortunato M, Alet F, Ravuri S, Ewalds T, Eaton-Rosen Z, Hu W, Merose A, Hoyer S, Holland G, Vinyals O, Stott J, Pritzel A, Mohamed S, Battaglia P. Lam R, et al. Among authors: hoyer s. Science. 2023 Dec 22;382(6677):1416-1421. doi: 10.1126/science.adi2336. Epub 2023 Nov 14. Science. 2023. PMID: 37962497
Machine learning-accelerated computational fluid dynamics.
Kochkov D, Smith JA, Alieva A, Wang Q, Brenner MP, Hoyer S. Kochkov D, et al. Among authors: hoyer s. Proc Natl Acad Sci U S A. 2021 May 25;118(21):e2101784118. doi: 10.1073/pnas.2101784118. Proc Natl Acad Sci U S A. 2021. PMID: 34006645 Free PMC article.
Learning data-driven discretizations for partial differential equations.
Bar-Sinai Y, Hoyer S, Hickey J, Brenner MP. Bar-Sinai Y, et al. Among authors: hoyer s. Proc Natl Acad Sci U S A. 2019 Jul 30;116(31):15344-15349. doi: 10.1073/pnas.1814058116. Epub 2019 Jul 16. Proc Natl Acad Sci U S A. 2019. PMID: 31311866 Free PMC article.
Machine learning guided aptamer refinement and discovery.
Bashir A, Yang Q, Wang J, Hoyer S, Chou W, McLean C, Davis G, Gong Q, Armstrong Z, Jang J, Kang H, Pawlosky A, Scott A, Dahl GE, Berndl M, Dimon M, Ferguson BS. Bashir A, et al. Among authors: hoyer s. Nat Commun. 2021 Apr 22;12(1):2366. doi: 10.1038/s41467-021-22555-9. Nat Commun. 2021. PMID: 33888692 Free PMC article.
Assessing microscope image focus quality with deep learning.
Yang SJ, Berndl M, Michael Ando D, Barch M, Narayanaswamy A, Christiansen E, Hoyer S, Roat C, Hung J, Rueden CT, Shankar A, Finkbeiner S, Nelson P. Yang SJ, et al. Among authors: hoyer s. BMC Bioinformatics. 2018 Mar 15;19(1):77. doi: 10.1186/s12859-018-2087-4. BMC Bioinformatics. 2018. PMID: 29540156 Free PMC article.
Correcting nuisance variation using Wasserstein distance.
Tabak G, Fan M, Yang S, Hoyer S, Davis G. Tabak G, et al. Among authors: hoyer s. PeerJ. 2020 Feb 28;8:e8594. doi: 10.7717/peerj.8594. eCollection 2020. PeerJ. 2020. PMID: 32161688 Free PMC article.
Array programming with NumPy.
Harris CR, Millman KJ, van der Walt SJ, Gommers R, Virtanen P, Cournapeau D, Wieser E, Taylor J, Berg S, Smith NJ, Kern R, Picus M, Hoyer S, van Kerkwijk MH, Brett M, Haldane A, Del Río JF, Wiebe M, Peterson P, Gérard-Marchant P, Sheppard K, Reddy T, Weckesser W, Abbasi H, Gohlke C, Oliphant TE. Harris CR, et al. Among authors: hoyer s. Nature. 2020 Sep;585(7825):357-362. doi: 10.1038/s41586-020-2649-2. Epub 2020 Sep 16. Nature. 2020. PMID: 32939066 Free PMC article. Review.
373 results