Published April 18, 2021
| Version 1.0
Dataset
Open
Dataset: Explainable artificial intelligence for mechanics: physics-informing neural networks for constitutive models
- 1. Karlsruhe Institute of Technology (KIT), Institute for Applied Materials - Computational MaterialsScience (IAM-CMS), Straße am Forum 7, Karlsruhe, 76131, Germany
- 2. RWTH Aachen University, Institute of General Mechanics (IAM), Eilfschornsteinstraße18, Aachen, 52062, Germany
Description
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
Notes
The authors gratefully acknowledge financial support by the Federal Ministry of Education and Research (BMBF) in the projects FestBatt (project number 03XP0174E) and by the Ministry of Science, Research and Art Baden-Württemberg in the project MoMaF - Science Data Center, with funds from the state digitization strategy digital@bw (project number 57).