Tensor Neural Network Based Machine Learning Method for Elliptic Multiscale Problems. - Zhongshuo Lin; Haochen Liu; Hehu Xie (CoRR, 2024)

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

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

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

Solving Time-Fractional Partial Integro-Differential Equations Using Tensor Neural Network. - Zhongshuo Lin; Qingkui Ma; Hehu Xie; Xiaobo Yin (CoRR, 2025)

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