A
Menu
April 18, 2021 dataset Open access Aachen paper

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

Figshare

DOI: 10.5281/zenodo.4699219 Full text (OA) OpenAlex

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

Cited by 0 stored of 0

No patents citing this paper on Lens.org (checked 2026-10-06).

References 0