Tensor Neural Network and Its Numerical Integration. - Yifan Wang 024; Pengzhan Jin; Hehu Xie (CoRR, 2022)

Solving High Dimensional Partial Differential Equations Using Tensor Type Discretization and Optimization Process. - Yangfei Liao; Yifan Wang 024; Hehu Xie (CoRR, 2022)

Enhanced Error Estimates for Augmented Subspace Method. - Haikun Dang; Yifan Wang 024; Hehu Xie; Chenguang Zhou (J. Sci. Comput., 2023)

Solving High-dimensional Parametric Elliptic Equation Using Tensor Neural Network. - Hongtao Chen; Rui Fu; Yifan Wang 024; Hehu Xie (CoRR, 2024)

Tensor Neural Network Interpolation and Its Applications. - Yongxin Li; Zhongshuo Lin; Yifan Wang 024; Hehu Xie (CoRR, 2024)

Adaptive Neural Network Subspace Method for Solving Partial Differential Equations with High Accuracy. - Zhongshuo Lin; Yifan Wang 024; Hehu Xie (CoRR, 2024)

Computing multi-eigenpairs of high-dimensional eigenvalue problems using tensor neural networks. - Yifan Wang 024; Hehu Xie (J. Comput. Phys., 2024)

Solving High-Dimensional Partial Differential Equations Using Tensor Neural Network and A Posteriori Error Estimators. - Yifan Wang 024; Zhongshuo Lin; Yangfei Liao; Haochen Liu; Hehu Xie (J. Sci. Comput., 2024)

Neural Network Element Method for Partial Differential Equations. - Yifan Wang 024; Zhongshuo Lin; Hehu Xie (CoRR, 2025)

FieldTNN-based machine learning method for Maxwell eigenvalue problems. - Jiantao Jiang; Yanli Wang; Yifan Wang 024; Hehu Xie (J. Comput. Phys., 2026)

Enhanced Error Estimates for Augmented Subspace Method with Crouzeix-Raviart Element. - Zhijin Guan; Yifan Wang 024; Hehu Xie; Chenguang Zhou (J. Sci. Comput., 2026)