Results 241 to 250 of about 16,533 (261)

PHYSICS-INFORMED NEURAL NETWORK FOR INVERSE HEAT CONDUCTION PROBLEM

Heat Transfer Research, 2023
Xin Hui, Bosen Wang, Yuzhen Lin
exaly  

NH-PINN: Neural homogenization-based physics-informed neural network for multiscale problems

Journal of Computational Physics, 2022
Wing Tat Leung, Guang Lin, Zecheng Zhang   +2 more
exaly  

A physics-informed deep neural network for surrogate modeling in classical elasto-plasticity

Computers and Geotechnics, 2023
Mahdad Eghbalian, Mehdi Pouragha, Richard Wan   +2 more
exaly  

Transfer learning enhanced physics informed neural network for phase-field modeling of fracture

Theoretical and Applied Fracture Mechanics, 2020
Somdatta Goswami, Cosmin Anitescu, Souvik Chakraborty   +2 more
exaly  

A High-Efficient Hybrid Physics-Informed Neural Networks Based on Convolutional Neural Network

IEEE Transactions on Neural Networks and Learning Systems, 2022
Zhiwei Fang
exaly  

Solving Inverse Heat Transfer Problems Without Surrogate Models: A Fast, Data-Sparse, Physics Informed Neural Network Approach

Journal of Computing and Information Science in Engineering, 2022
Vivek Oommen, Balaji Srinivasan, Srinivasan Balaji   +2 more
exaly  

Physics‐Informed Neural Network for Nonlinear Dynamics in Fiber Optics

Laser and Photonics Reviews, 2022
Xiaotian Jiang, Danshi Wang, Qirui Fan   +2 more
exaly  

CAN-PINN: A fast physics-informed neural network based on coupled-automatic–numerical differentiation method

Computer Methods in Applied Mechanics and Engineering, 2022
Pao-Hsiung Chiu, Jian Cheng Wong, Chin Chun Ooi   +2 more
exaly  

A novel physics-informed neural network for modeling electromagnetism of a permanent magnet synchronous motor

Advanced Engineering Informatics, 2023
Seho Son, Dayeon Jeong, Ki-Yong Oh
exaly  

A physically consistent framework for fatigue life prediction using probabilistic physics-informed neural network

International Journal of Fatigue, 2023
Taotao Zhou, Te Han, Shun-Peng Zhu
exaly