Bayesian Optimization for Material Discovery Processes with Noise
Bayesian Optimization for Material Discovery Processes with Noise
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DOI:
10.1039/d1me00154j
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发表时间:
2022
期刊:
影响因子:
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通讯作者:
S. Diwale;M. K. Eisner;Corinne Carpenter;Weike Sun;Greg C Rutledge;R. Braatz
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文献类型:
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作者:
S. Diwale;M. K. Eisner;Corinne Carpenter;Weike Sun;Greg C Rutledge;R. Braatz
An augmented Bayesian optimization approach is presented for materials discovery with noisy and unreliable measurements. A challenging non-Gaussian, non-sub-Gaussian noise process is used as a case study for the discovery...