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Shiqi Zhang
Publication Activity (10 Years)
Years Active: 2022-2022
Publications (10 Years): 3
Top Topics
Gaussian Process
Top Venues
CoRR
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Publications
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Jiahao Zhang
,
Shiqi Zhang
,
Guang Lin
MultiAuto-DeepONet: A Multi-resolution Autoencoder DeepONet for Nonlinear Dimension Reduction, Uncertainty Quantification and Operator Learning of Forward and Inverse Stochastic Problems.
CoRR
(2022)
Jiahao Zhang
,
Shiqi Zhang
,
Guang Lin
PAGP: A physics-assisted Gaussian process framework with active learning for forward and inverse problems of partial differential equations.
CoRR
(2022)
Jiahao Zhang
,
Shiqi Zhang
,
Guang Lin
RMFGP: Rotated Multi-fidelity Gaussian process with Dimension Reduction for High-dimensional Uncertainty Quantification.
CoRR
(2022)