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2011.10971
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Inferring the unknown parameters in Differential Equation by Gaussian Process Regression with Constraint
Computational and Applied Mathematics (CAM), 2020
22 November 2020
Ying Zhou
Hongqiao Wang
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Papers citing
"Inferring the unknown parameters in Differential Equation by Gaussian Process Regression with Constraint"
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Bayesian Nonlinear PDE Inference via Gaussian Process Collocation with Application to the Richards Equation
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Are Statistical Methods Obsolete in the Era of Deep Learning? A Study of ODE Inverse Problems
Skyler Wu
Shihao Yang
S. C. Kou
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27 May 2025
Model-Embedded Gaussian Process Regression for Parameter Estimation in Dynamical System
Ying Zhou
Jinglai Li
Xiang Zhou
Hongqiao Wang
205
1
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18 Sep 2024
Parameter Inference based on Gaussian Processes Informed by Nonlinear Partial Differential Equations
Zhao-Xia Li
Shih-Feng Yang
Jeff Wu
419
6
0
22 Dec 2022
1
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