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On-the-fly closed-loop materials discovery via Bayesian active learning.
Kusne AG, Yu H, Wu C, Zhang H, Hattrick-Simpers J, DeCost B, Sarker S, Oses C, Toher C, Curtarolo S, Davydov AV, Agarwal R, Bendersky LA, Li M, Mehta A, Takeuchi I. Kusne AG, et al. Nat Commun. 2020 Nov 24;11(1):5966. doi: 10.1038/s41467-020-19597-w. Nat Commun. 2020. PMID: 33235197 Free PMC article.
Combinatorial study of Fe-Co-V hard magnetic thin films.
Fackler SW, Alexandrakis V, König D, Kusne AG, Gao T, Kramer MJ, Stasak D, Lopez K, Zayac B, Mehta A, Ludwig A, Takeuchi I. Fackler SW, et al. Among authors: kusne ag. Sci Technol Adv Mater. 2017 Mar 20;18(1):231-238. doi: 10.1080/14686996.2017.1287520. eCollection 2017. Sci Technol Adv Mater. 2017. PMID: 28458744 Free PMC article.
Machine-learning guided discovery of a new thermoelectric material.
Iwasaki Y, Takeuchi I, Stanev V, Kusne AG, Ishida M, Kirihara A, Ihara K, Sawada R, Terashima K, Someya H, Uchida KI, Saitoh E, Yorozu S. Iwasaki Y, et al. Among authors: kusne ag. Sci Rep. 2019 Feb 26;9(1):2751. doi: 10.1038/s41598-019-39278-z. Sci Rep. 2019. PMID: 30808974 Free PMC article.
A framework for materials informatics education through workshops.
Mannodi-Kanakkithodi A, McDannald A, Sun S, Desai S, Brown KA, Kusne AG. Mannodi-Kanakkithodi A, et al. Among authors: kusne ag. MRS Bull. 2023 May 2:1-10. doi: 10.1557/s43577-023-00531-6. Online ahead of print. MRS Bull. 2023. PMID: 37361859 Free PMC article. Review.
11 results