Haizhao Yang
Purdue University
H-index: 27
North America-United States
Top articles of Haizhao Yang
Deep nonparametric estimation of operators between infinite dimensional spaces
Journal of Machine Learning Research
2024
Hao Liu
H-Index: 30
Haizhao Yang
H-Index: 15
Minshuo Chen
H-Index: 6
Tuo Zhao
H-Index: 21
Wenjing Liao
H-Index: 11
FMint: Bridging Human Designed and Data Pretrained Models for Differential Equation Foundation Model
arXiv preprint arXiv:2404.14688
2024/4/23
Haizhao Yang
H-Index: 15
Neural Network Approximation for Pessimistic Offline Reinforcement Learning
Proceedings of the AAAI Conference on Artificial Intelligence
2024/3/24
Hierarchical Interpolative Factorization for Self Green’s Function in 3D Modified Poisson-Boltzmann Equations
Communications on Applied Mathematics and Computation
2024/3/6
Zhenli Xu
H-Index: 15
Haizhao Yang
H-Index: 15
A distributed block chebyshev-davidson algorithm for parallel spectral clustering
Journal of Scientific Computing
2024/3
Haizhao Yang
H-Index: 15
Solving pdes on unknown manifolds with machine learning
Applied and Computational Harmonic Analysis
2024/2/29
Senwei Liang
H-Index: 3
Haizhao Yang
H-Index: 15
Nearly optimal VC-dimension and pseudo-dimension bounds for deep neural network derivatives
Advances in Neural Information Processing Systems
2024/2/13
Haizhao Yang
H-Index: 15
Yang Xiang
H-Index: 12
Finite Expression Method for Learning Dynamics on Complex Networks
arXiv preprint arXiv:2401.03092
2024/1/5
Chunmei Wang
H-Index: 5
Haizhao Yang
H-Index: 15
Nearly optimal approximation rates for deep super relu networks on sobolev spaces
arXiv preprint arXiv:2310.10766
2023/10/16
let data talk: data-regularized operator learning theory for inverse problems
arXiv preprint arXiv:2310.09854
2023/10/15
Optimal Neural Network Approximation for High-Dimensional Continuous Functions
2023/10/13
Haizhao Yang
H-Index: 15
On fast simulation of dynamical system with neural vector enhanced numerical solver
Scientific Reports
2023/9/14
Zhongzhan Huang
H-Index: 3
Senwei Liang
H-Index: 3
Hong Zhang
H-Index: 1
Haizhao Yang
H-Index: 15
Liang Lin
H-Index: 10
PiPs: A kernel-based optimization scheme for analyzing non-stationary 1D signals
Applied and Computational Harmonic Analysis
2023/9/1
Friedrichs learning: Weak solutions of partial differential equations via deep learning
SIAM Journal on Scientific Computing
2023/6/30
Convergence analysis of the deep galerkin method for weak solutions
arXiv preprint arXiv:2302.02405
2023/2/5
Yuling Jiao
H-Index: 12
Yanming Lai
H-Index: 1
Yang Wang
H-Index: 11
Haizhao Yang
H-Index: 15
Yunfei Yang
H-Index: 2
A finite expression method for solving high-dimensional committor problems
arXiv preprint arXiv:2306.12268
2023/6/21
Haizhao Yang
H-Index: 15
Spectral clustering via orthogonalization-free methods
arXiv preprint arXiv:2305.10356
2023/5/16
Haizhao Yang
H-Index: 15
Finite expression methods for discovering physical laws from data
arXiv preprint arXiv:2305.08342
2023/5/15
Stationary density estimation of itô diffusions using deep learning
SIAM Journal on Numerical Analysis
2023/2/28
Deep Learning via Neural Energy Descent
arXiv preprint arXiv:2302.10424
2023/2/21
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