A meshless Runge-Kutta-based Physics-Informed Neural Network framework for structural vibration analysis DOI

Shusheng Xiao,

Jinshuai Bai, Hyogu Jeong

et al.

Engineering Analysis with Boundary Elements, Journal Year: 2024, Volume and Issue: 170, P. 106054 - 106054

Published: Nov. 30, 2024

Language: Английский

Finite element-integrated neural network framework for elastic and elastoplastic solids DOI
Ning Zhang, Kunpeng Xu, Zhen‐Yu Yin

et al.

Computer Methods in Applied Mechanics and Engineering, Journal Year: 2024, Volume and Issue: 433, P. 117474 - 117474

Published: Nov. 1, 2024

Language: Английский

Citations

8
FEM-PIKFNN for underwater acoustic propagation induced by structural vibrations in different ocean environments DOI
Qiang Xi, Zhuojia Fu, Wenzhi Xu

et al.

Computers & Mathematics with Applications, Journal Year: 2024, Volume and Issue: 176, P. 46 - 54

Published: Sept. 17, 2024

Language: Английский

Citations

4
The numerical manifold method for piezoelectric materials with hole flaws under electro-mechanical loadings DOI
Chunliang Li,

D.L. Guo,

H.H. Zhang

et al.

Engineering Analysis with Boundary Elements, Journal Year: 2025, Volume and Issue: 173, P. 106149 - 106149

Published: Feb. 11, 2025

Language: Английский

Citations

0
Efficient BEM for thin-walled inhomogeneous potential problems: Theory and MATLAB code DOI
Xiao‐Wei Gao, Yan Gu, Bo Yu

et al.

Engineering Analysis with Boundary Elements, Journal Year: 2025, Volume and Issue: 176, P. 106241 - 106241

Published: April 2, 2025

Language: Английский

Citations

0
Extended multiphysics-informed neural network for conjugate heat transfer problems DOI

Jongmok Lee,

Seungmin Shin,

Ho Jin Choi

et al.

International Journal of Heat and Mass Transfer, Journal Year: 2025, Volume and Issue: 246, P. 127098 - 127098

Published: April 10, 2025

Language: Английский

Citations

0
An efficient meshless collocation method for the analysis of two-dimensional piezoelectric structures DOI

M. Yuan,

Jun Lu, Ji Lin

et al.

Applied Mathematics Letters, Journal Year: 2025, Volume and Issue: unknown, P. 109572 - 109572

Published: April 1, 2025

Language: Английский

Citations

0
Spectral integrated neural networks with large time steps for 2D and 3D transient elastodynamic analysis DOI

Haodong Ma,

Wenzhen Qu, Yan Gu

et al.

Neural Networks, Journal Year: 2025, Volume and Issue: 188, P. 107559 - 107559

Published: April 27, 2025

Language: Английский

Citations

0
Enriched Physics-informed Neural Networks for Dynamic Poisson-Nernst-Planck Systems DOI

Xujia Huang,

Fajie Wang, Benrong Zhang

et al.

Mathematics and Computers in Simulation, Journal Year: 2025, Volume and Issue: unknown

Published: May 1, 2025

Language: Английский

Citations

0
Parameterized physics-informed neural networks for a transient thermal problem: A pure physics-driven approach DOI
M. Gholampour, Zahra Hashemi, Ming Chang Wu

et al.

International Communications in Heat and Mass Transfer, Journal Year: 2024, Volume and Issue: 159, P. 108330 - 108330

Published: Nov. 18, 2024

Language: Английский

Citations

1
Deep adversarial learning models for distribution patterns of piezoelectric plate energy harvesting DOI
Mikail F. Lumentut,

Chin-Yu Bai,

Yi-Chung Shu

et al.

International Journal of Mechanical Sciences, Journal Year: 2024, Volume and Issue: 285, P. 109807 - 109807

Published: Nov. 7, 2024

Language: Английский

Citations

0