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Integrating machine learning and multiscale modeling-perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences.
Alber M, Buganza Tepole A, Cannon WR, De S, Dura-Bernal S, Garikipati K, Karniadakis G, Lytton WW, Perdikaris P, Petzold L, Kuhl E. Alber M, et al. Among authors: cannon wr. NPJ Digit Med. 2019 Nov 25;2:115. doi: 10.1038/s41746-019-0193-y. eCollection 2019. NPJ Digit Med. 2019. PMID: 31799423 Free PMC article. Review.
Multiscale modeling meets machine learning: What can we learn?
Peng GCY, Alber M, Tepole AB, Cannon WR, De S, Dura-Bernal S, Garikipati K, Karniadakis G, Lytton WW, Perdikaris P, Petzold L, Kuhl E. Peng GCY, et al. Among authors: cannon wr. Arch Comput Methods Eng. 2021 May;28(3):1017-1037. doi: 10.1007/s11831-020-09405-5. Epub 2020 Feb 17. Arch Comput Methods Eng. 2021. PMID: 34093005 Free PMC article.
40 results