Jonathan W. Siegel - Publications, H-index & Citations

Jonathan W. Siegel

Texas A&M University System

11H指数

73论文数

551被引数

收录论文 7

发表时间

APPROXIMATION RATES FOR SHALLOW ReLUk NEURAL NETWORKS ON SOBOLEV SPACES VIA THE RADON TRANSFORM 通过Radon变换，浅层ReLuk神经网络在Sobolev空间中的逼近速率

SIAM Journal on Mathematical Analysis

IF1.9

2026-01-01

PREAI

Mao, Tong; Siegel, Jonathan W.; Xu, Jinchao

Sharp lower bounds on interpolation by deep ReLU neural networks at irregularly spaced data

Journal of Approximation Theory

IF0.6

2025-10-01

OAAI

Siegel, Jonathan W.

Efficient structure-informed featurization and property prediction of ordered, dilute, and random atomic structures

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2025-01-01

PREAI

Krajewski, Adam M.; Siegel, Jonathan W.; Liu, Zi-Kui

Entropy-based convergence rates of greedy algorithms

MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES

IF3

2024-02-16

PREAI

Li, Yuwen; Siegel, Jonathan W.

Greedy training algorithms for neural networks and applications to PDEs 神经网络的贪婪训练算法及其在PDEs中的应用

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2023-07-01

OAAI

Siegel, Jonathan W.; Hong, Qingguo; Jin, Xianlin; Hao, Wenrui; Xu, Jinchao

Extensible Structure-Informed Prediction of Formation Energy with improved accuracy and usability employing neural networks

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2022-06-01

OAAI

Krajewski, Adam M.; Siegel, Jonathan W.; Xu, Jinchao; Liu, Zi-Kui

Approximation rates for neural networks with general activation functions

NEURAL NETWORKS

IF6.3

2020-08-01

OAAI

Siegel, Jonathan W.; Xu, Jinchao

研究方向