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Epidemiological model calibration via graybox Bayesian optimization.

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第一作者： Puhua,Niu

第一单位： Department of Electrical & Computer Engineering, Texas A&M University, College Station, 77843, Texas, United States.

作者： Puhua,Niu ^[1] ; Byung-Jun,Yoon ^[2] ; Xiaoning,Qian ^[3]

作者单位： Department of Electrical & Computer Engineering, Texas A&M University, College Station, 77843, Texas, United States. ^[1] Department of Electrical & Computer Engineering, Texas A&M University, College Station, 77843, Texas, United States.;Computational Science Initiative, Brookhaven National Laboratory, Upton, 11973, New York, United States. ^[2] Department of Electrical & Computer Engineering, Texas A&M University, College Station, 77843, Texas, United States.;Department of Computer Science & Engineering, Texas A&M University, College Station, 77843, Texas, United States.;Computational Science Initiative, Brookhaven National Laboratory, Upton, 11973, New York, United States. ^[3]

关键词 Bayesian optimization Compartmental model Gaussian process Knowledge gradient Model calibration

DOI 10.1016/j.idm.2025.12.012

PMID 41551338

发布时间 2026-01-21

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2026年11卷2期

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Epidemiological model calibration via graybox Bayesian optimization.

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Epidemiological model calibration via graybox Bayesian optimization.

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