Deep learning via dynamical systems: An approximation perspective Q Li, T Lin, Z Shen Journal of the European Mathematical Society 25 (5), 1671-1709, 2022 | 94 | 2022 |
A Construction of Conforming Finite Element Spaces in Any Dimension J Hu, T Lin, Q Wu Foundations of Computational Mathematics, 1-37, 2023 | 18 | 2023 |
Deep neural network approximation of invariant functions through dynamical systems Q Li, T Lin, Z Shen arXiv preprint arXiv:2208.08707, 2022 | 6 | 2022 |
Interpolation, approximation and controllability of deep neural networks J Cheng, Q Li, T Lin, Z Shen arXiv preprint arXiv:2309.06015, 2023 | 3 | 2023 |
Finite elements for symmetric and traceless tensors in three dimensions K Hu, T Lin, B Shi arXiv preprint arXiv:2311.16077, 2023 | 2 | 2023 |
A Novel Randomized XR-Based Preconditioned CholeskyQR Algorithm Y Fan, Y Guo, T Lin arXiv preprint arXiv:2111.11148, 2021 | 2 | 2021 |
Distributional Hessian and divdiv complexes on triangulation and cohomology K Hu, T Lin, Q Zhang arXiv preprint arXiv:2311.15482, 2023 | 1 | 2023 |
Local bounded commuting projection operator for discrete de Rham complexes J Hu, Y Liang, T Lin arXiv preprint arXiv:2303.09359, 2023 | 1 | 2023 |
On the universal approximation property of deep fully convolutional neural networks T Lin, Z Shen, Q Li arXiv preprint arXiv:2211.14047, 2022 | 1 | 2022 |
Finite element grad grad complexes and elasticity complexes on cuboid meshes J Hu, Y Liang, T Lin Journal of Scientific Computing 99 (2), 50, 2024 | | 2024 |
Local Cr interpolations on simplicial grids in any dimension J Hu, T Lin, Q Wu Computers & Mathematics with Applications 154, 153-161, 2024 | | 2024 |
Analysis of a wavelet frame based two-scale model for enhanced edges B Dong, T Lin, Z Shen, P Xie arXiv preprint arXiv:2401.02688, 2024 | | 2024 |
Extended Regge complex for linearized Riemann-Cartan geometry and cohomology SH Christiansen, K Hu, T Lin arXiv preprint arXiv:2312.11709, 2023 | | 2023 |