Learning solution of nonlinear constitutive material models using physics-informed neural networks: COMM-PINN

10 April 2023

Papers citing "Learning solution of nonlinear constitutive material models using physics-informed neural networks: COMM-PINN"

3 / 3 papers shown

Title
Spiking neural networks for nonlinear regression Alexander Henkes Jason Eshraghian Henning Wessels 29 26 0 06 Oct 2022
Evolution TANN and the identification of internal variables and evolution equations in solid mechanics Filippo Masi I. Stefanou AI4CE 13 30 0 27 Sep 2022
An Energy Approach to the Solution of Partial Differential Equations in Computational Mechanics via Machine Learning: Concepts, Implementation and Applications E. Samaniego C. Anitescu S. Goswami Vien Minh Nguyen-Thanh Hongwei Guo Khader M. Hamdia Timon Rabczuk X. Zhuang PINN AI4CE 145 1,338 0 27 Aug 2019