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Multifidelity Data Fusion via Gradient-Enhanced Gaussian Process Regression

Journal Article

Multifidelity Data Fusion via Gradient-Enhanced Gaussian Process Regression

Communications in Computational Physics, Vol. 28 (2020), Iss. 5 : pp. 1812–1837

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High-Dimensional Nonlinear Multi-Fidelity Model with Gradient-Free Active Subspace Method

Journal Article

High-Dimensional Nonlinear Multi-Fidelity Model with Gradient-Free Active Subspace Method

Communications in Computational Physics, Vol. 28 (2020), Iss. 5 : pp. 1937–1969

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MFPC-Net: Multi-Fidelity Physics-Constrained Neural Process

Journal Article

MFPC-Net: Multi-Fidelity Physics-Constrained Neural Process

CSIAM Transactions on Applied Mathematics, Vol. 1 (2020), Iss. 4 : pp. 715–739

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Batch Normalization Preconditioning for Stochastic Gradient Langevin Dynamics

Journal Article

Batch Normalization Preconditioning for Stochastic Gradient Langevin Dynamics

Journal of Machine Learning, Vol. 2 (2023), Iss. 1 : pp. 65–82

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