Yanming Lai

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Convergence Analysis

Approximation Methods

Multi Class Classification

Top Venues

SIAM J. Math. Anal.

Publications

Yuling Jiao, Yanming Lai, Yang Wang
Error Analysis of Three-Layer Neural Network Trained with PGD for Deep Ritz Method. CoRR (2024)
Yuling Jiao, Yanming Lai, Yang Wang, Bokai Yan
Convergence Analysis of Flow Matching in Latent Space with Transformers. CoRR (2024)
Yuling Jiao, Yanming Lai, Xiliang Lu, Fengru Wang, Jerry Zhijian Yang, Yuanyuan Yang
Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality in Approximation on Hölder Class. SIAM J. Math. Anal. 55 (4) (2023)
Yuling Jiao, Yanming Lai, Yang Wang, Haizhao Yang, Yunfei Yang
Convergence Analysis of the Deep Galerkin Method for Weak Solutions. CoRR (2023)
Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Qimeng Quan, Jerry Zhijian Yang
Analysis of Deep Ritz Methods for Laplace Equations with Dirichlet Boundary Conditions. CoRR (2021)
Yuling Jiao, Yanming Lai, Yisu Luo, Yang Wang, Yunfei Yang
Error Analysis of Deep Ritz Methods for Elliptic Equations. CoRR (2021)
Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang
Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality on Hölder Class. CoRR (2021)
Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang
Convergence Rate Analysis for Deep Ritz Method. CoRR (2021)
Yuling Jiao, Yanming Lai, Dingwei Li, Xiliang Lu, Yang Wang, Jerry Zhijian Yang
Convergence Analysis for the PINNs. CoRR (2021)