Results 271 to 280 of about 8,084,029 (292)

Physics-Informed Neural Networks for the Shallow-Water Equations on the Sphere

Journal of Computational Physics, 2022
Alexander Bihlo, Roman O Popovych
exaly  

Physics Informed Neural Networks for Continuum Micromechanics

Computer Methods in Applied Mechanics and Engineering, 2022
Henning Wessels, Rolf D. Mahnken, Alexander Henkes   +2 more
exaly  

Self-Adaptive Loss Balanced Physics-Informed Neural Networks

Neurocomputing, 2022
Wen Yao, Zixue Xiang
exaly  

Adaptive Activation Functions Accelerate Convergence in Deep and Physics-Informed Neural Networks

Journal of Computational Physics, 2020
Ameya D Jagtap, George Karniadakis, Kenji Kawaguchi   +2 more
exaly  

Personalising Left-Ventricular Biophysical Models of the Heart Using Parametric Physics-Informed Neural Networks

Medical Image Analysis, 2021
Stefano Buoso, Sebastian Kozerke
exaly  

Physics-Informed Recurrent Neural Networks and Hyper-Parameter Optimization for Dynamic Process Systems

Computers and Chemical Engineering, 2023
Erdal Aydin
exaly  

A Physics-Informed Neural Network Approach to Fatigue Life Prediction Using Small Quantity of Samples

International Journal of Fatigue, 2023
Yazhi Li
exaly  

Physics informed neural network to understand multimer

Journal of Artificial Intelligence & Robotics
In this paper we develop physics informed neural network model to obtain parameters of the multimeter design. We design the voltage and current of the multimeter.
openaire   +1 more source

Transfer Learning Enhanced Physics Informed Neural Network for Phase-Field Modeling of Fracture

Theoretical and Applied Fracture Mechanics, 2020
Timon Rabczuk, Somdatta Goswami, Souvik Chakraborty   +2 more
exaly  

Prediction of Optical Solitons Using an Improved Physics-Informed Neural Network Method With the Conservation Law Constraint

Chaos, Solitons and Fractals, 2022
Nikolay A Kudryashov, Chaoqing Dai, Yin Fang   +2 more
exaly