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Wenwen Zhou

Shanghai Normal University

No.100 Guilin Road

Shanghai, 200234

China

  • Shanghai Normal University

SCHOLARLY PAPERS

2

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31

TOTAL CITATIONS

1

Scholarly Papers (2)

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1.

Lvm-Gp: Uncertainty-Aware Pde Solver Via Coupling Latent Variable Model and Gaussian Process

Number of pages: 23 Posted: 15 Aug 2025
Xiaodong Feng, Ling Guo, Xiaoliang Wan, Hao Wu, Tao Zhou and Wenwen Zhou
Chinese Academy of Sciences (CAS) - LSEC, Shanghai Normal University, Louisiana State University, Baton Rouge, affiliation not provided to SSRN, Chinese Academy of Sciences (CAS) - LSEC and Shanghai Normal University
Downloads 21 (1,448,301)
Citation 1

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Probabilistic model, Gaussian process, Data Driven, PDE, uncertainty quantification

2.

Latent representation learning based model correction and uncertainty quantification for PDEs

Downloads 10 (1,548,648)

Latent representation learning based model correction and uncertainty quantification for PDEs

Number of pages: 25 Posted: 22 Apr 2026
Wenwen Zhou, Xiaodong Feng, Ling Guo and Hao Wu
Shanghai Normal University, Chinese Academy of Sciences (CAS) - LSEC, Shanghai Normal University and affiliation not provided to SSRN
Downloads 7 (1,635,165)

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Latent representation learning based model correction and uncertainty quantification for PDEs

Number of pages: 25 Posted: 01 Apr 2026
Wenwen Zhou, Xiaodong Feng, Ling Guo and Hao Wu
Shanghai Normal University, Chinese Academy of Sciences (CAS) - LSEC, Shanghai Normal University and affiliation not provided to SSRN
Downloads 3 (1,651,368)

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Model correction, Uncertainty quantification, Latent Variable Models, Gaussian Process, Partial Differential Equations