Evolution TANN and the identification of internal variables and evolution equations in solid mechanics

27 September 2022

Papers citing "Evolution TANN and the identification of internal variables and evolution equations in solid mechanics"

4 / 4 papers shown

Title
Automated Model Discovery for Tensional Homeostasis: Constitutive Machine Learning in Growth and Remodeling H. Holthusen T. Brepols K. Linka Ellen Kuhl 23 4 0 17 Oct 2024
A thermodynamically consistent physics-informed deep learning material model for short fiber/polymer nanocomposites Betim Bahtiri B. Arash Sven Scheffler Maximilian Jux R. Rolfes AI4CE 21 5 0 27 Mar 2024
Theory and implementation of inelastic Constitutive Artificial Neural Networks H. Holthusen L. Lamm T. Brepols Stefanie Reese Ellen Kuhl AI4CE 30 29 0 10 Nov 2023
Learning solution of nonlinear constitutive material models using physics-informed neural networks: COMM-PINN Shahed Rezaei Ahmad Moeineddin Ali Harandi PINN 22 17 0 10 Apr 2023