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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. Among authors: decost b. Nat Commun. 2020 Nov 24;11(1):5966. doi: 10.1038/s41467-020-19597-w. Nat Commun. 2020. PMID: 33235197 Free PMC article.
Leveraging Theory for Enhanced Machine Learning.
Audus DJ, McDannald A, DeCost B. Audus DJ, et al. Among authors: decost b. ACS Macro Lett. 2022 Sep 20;11(9):1117-1122. doi: 10.1021/acsmacrolett.2c00369. Epub 2022 Aug 26. ACS Macro Lett. 2022. PMID: 36018715 Free PMC article.
A large dataset of synthetic SEM images of powder materials and their ground truth 3D structures.
DeCost BL, Holm EA. DeCost BL, et al. Data Brief. 2016 Oct 22;9:727-731. doi: 10.1016/j.dib.2016.10.011. eCollection 2016 Dec. Data Brief. 2016. PMID: 27830168 Free PMC article.
The characteristics of the PSDs and the resulting images are described and analyzed in more detail in the research article "Characterizing powder materials using keypoint-based computer vision methods" (B.L. DeCost, E.A. Holm, 2016) [1]. These data are freely availa …
The characteristics of the PSDs and the resulting images are described and analyzed in more detail in the research article "Characterizing p …
14 results