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Xiaoliang Wan

Louisiana State University, Baton Rouge

SCHOLARLY PAPERS

3

DOWNLOADS

110

TOTAL CITATIONS

4

Scholarly Papers (3)

1.

A Hybrid Fem-Pinn Method for Time-Dependent Partial Differential Equations

Number of pages: 25 Posted: 16 Sep 2024
Chinese Academy of Sciences (CAS) - LSEC, BNU-HKBU United International College, BNU-HKBU United International College, Louisiana State University, Baton Rouge and Chinese Academy of Sciences (CAS) - LSEC
Downloads 80 (809,932)
Citation 3

Abstract:

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Evolution equation, Finite element method, Deep learning, Adaptive sampling method

2.

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

Number of pages: 23 Posted: 15 Aug 2025
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

Abstract:

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

3.

FLUID: Flow-based Unified Inference for Dynamics

Number of pages: 43 Posted: 20 May 2026
affiliation not provided to SSRN, Chinese Academy of Sciences (CAS) - LSEC, affiliation not provided to SSRN, Louisiana State University, Baton Rouge and Chinese Academy of Sciences (CAS) - LSEC
Downloads 9 (1,561,096)

Abstract:

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Data assimilation, Filtering and smoothing, Amortized inference, Conditional Normalizing flow, Recurrent neural network