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Xianliang Xu
Publication Activity (10 Years)
Years Active: 2024-2024
Publications (10 Years): 3
Top Topics
Generalization Error
Solving Partial Differential Equations
Training Patterns
Neural Network
Top Venues
CoRR
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Publications
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Xianliang Xu
,
Zhongyi Huang
A Priori Estimation of the Approximation, Optimization and Generalization Error of Random Neural Networks for Solving Partial Differential Equations.
CoRR
(2024)
Xianliang Xu
,
Zhongyi Huang
,
Ye Li
Convergence of Implicit Gradient Descent for Training Two-Layer Physics-Informed Neural Networks.
CoRR
(2024)
Xianliang Xu
,
Zhongyi Huang
Refined generalization analysis of the Deep Ritz Method and Physics-Informed Neural Networks.
CoRR
(2024)