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Page 1
Structural Properties of Defects in Glassy Liquids.
Cubuk ED, Schoenholz SS, Kaxiras E, Liu AJ. Cubuk ED, et al. Among authors: schoenholz ss. J Phys Chem B. 2016 Jul 7;120(26):6139-46. doi: 10.1021/acs.jpcb.6b02144. Epub 2016 May 2. J Phys Chem B. 2016. PMID: 27092716
Disconnecting structure and dynamics in glassy thin films.
Sussman DM, Schoenholz SS, Cubuk ED, Liu AJ. Sussman DM, et al. Among authors: schoenholz ss. Proc Natl Acad Sci U S A. 2017 Oct 3;114(40):10601-10605. doi: 10.1073/pnas.1703927114. Epub 2017 Sep 19. Proc Natl Acad Sci U S A. 2017. PMID: 28928147 Free PMC article.
Structure-property relationships from universal signatures of plasticity in disordered solids.
Cubuk ED, Ivancic RJS, Schoenholz SS, Strickland DJ, Basu A, Davidson ZS, Fontaine J, Hor JL, Huang YR, Jiang Y, Keim NC, Koshigan KD, Lefever JA, Liu T, Ma XG, Magagnosc DJ, Morrow E, Ortiz CP, Rieser JM, Shavit A, Still T, Xu Y, Zhang Y, Nordstrom KN, Arratia PE, Carpick RW, Durian DJ, Fakhraai Z, Jerolmack DJ, Lee D, Li J, Riggleman R, Turner KT, Yodh AG, Gianola DS, Liu AJ. Cubuk ED, et al. Among authors: schoenholz ss. Science. 2017 Nov 24;358(6366):1033-1037. doi: 10.1126/science.aai8830. Science. 2017. PMID: 29170231 Free PMC article.
Machine learning determination of atomic dynamics at grain boundaries.
Sharp TA, Thomas SL, Cubuk ED, Schoenholz SS, Srolovitz DJ, Liu AJ. Sharp TA, et al. Among authors: schoenholz ss. Proc Natl Acad Sci U S A. 2018 Oct 23;115(43):10943-10947. doi: 10.1073/pnas.1807176115. Epub 2018 Oct 9. Proc Natl Acad Sci U S A. 2018. PMID: 30301794 Free PMC article.
Scaling deep learning for materials discovery.
Merchant A, Batzner S, Schoenholz SS, Aykol M, Cheon G, Cubuk ED. Merchant A, et al. Among authors: schoenholz ss. Nature. 2023 Dec;624(7990):80-85. doi: 10.1038/s41586-023-06735-9. Epub 2023 Nov 29. Nature. 2023. PMID: 38030720 Free PMC article.
Prediction Errors of Molecular Machine Learning Models Lower than Hybrid DFT Error.
Faber FA, Hutchison L, Huang B, Gilmer J, Schoenholz SS, Dahl GE, Vinyals O, Kearnes S, Riley PF, von Lilienfeld OA. Faber FA, et al. Among authors: schoenholz ss. J Chem Theory Comput. 2017 Nov 14;13(11):5255-5264. doi: 10.1021/acs.jctc.7b00577. Epub 2017 Oct 10. J Chem Theory Comput. 2017. PMID: 28926232
13 results