Theory and implementation of inelastic Constitutive Artificial Neural Networks

10 November 2023

Papers citing "Theory and implementation of inelastic Constitutive Artificial Neural Networks"

6 / 6 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 5 0 17 Oct 2024
Accounting for plasticity: An extension of inelastic Constitutive Artificial Neural Networks Birte Boes Jaan-Willem Simon H. Holthusen AI4CE 42 6 0 27 Jul 2024
A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains Yusuke Yamazaki Ali Harandi Mayu Muramatsu A. Viardin Markus Apel T. Brepols Stefanie Reese Shahed Rezaei AI4CE 39 12 0 21 May 2024
On sparse regression, Lp-regularization, and automated model discovery Jeremy A. McCulloch Skyler R. St. Pierre K. Linka E. Kuhl 32 29 0 09 Oct 2023
Evolution TANN and the identification of internal variables and evolution equations in solid mechanics Filippo Masi I. Stefanou AI4CE 24 30 0 27 Sep 2022
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 187 599 0 22 Sep 2016