Dataset: Explainable artificial intelligence for mechanics: physics-informing neural networks for constitutive models

Zenodo (CERN European Organization for Nuclear Research)

Abstract

The research data associated with Koeppe, Bamer, Selzer, Nestler, and Markert, 2021, "Explainable artificial intelligence for mechanics: physics-informing neural networks for constitutive models". Corresponding author: Arnd Koeppe (arnd.koeppe@kit.edu) Available on https://kadi4mat.iam-cms.kit.edu/collections/30

Authors 4

1. Arnd Koeppe

   Karlsruhe Institute of Technology

   Affiliation as printed

   Karlsruhe Institute of Technology (KIT), Institute for Applied Materials - Computational MaterialsScience (IAM-CMS), Straße am Forum 7, Karlsruhe, 76131, Germany

2. Franz Bamer Aachen Institute of General Mechanics

   RWTH Aachen University

   Affiliation as printed

   RWTH Aachen University, Institute of General Mechanics (IAM), Eilfschornsteinstraße18, Aachen, 52062, Germany

3. Michael A. Selzer

   Karlsruhe Institute of Technology

   Affiliation as printed

   Karlsruhe Institute of Technology (KIT), Institute for Applied Materials - Computational MaterialsScience (IAM-CMS), Straße am Forum 7, Karlsruhe, 76131, Germany

4. Britta Nestler

   Karlsruhe Institute of Technology

   Affiliation as printed

   Karlsruhe Institute of Technology (KIT), Institute for Applied Materials - Computational MaterialsScience (IAM-CMS), Straße am Forum 7, Karlsruhe, 76131, Germany