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Possibly the first open-source data-driven constitutive model for explicit finite element analysis.

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MattiaMontanari/ai-material-model

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AI Material Model for LS-Dyna

More information can be found on the website of this project.

Authors

  • Jens Wiegand (Development of constitutive models)
  • John Donovan (Development of D3Plot interface)
  • Mattia Montanari (Principal investigator)

Acknoledgment

This research was supported by the Oxford-Singapore Humane Machine Collaboration and by the AWS gift to the University of Oxford. We thank our colleagues from the Impact Engieering Lab who provided insight, the platform and expertise that greatly assisted the research, although they may not agree with all of the interpretations of this work.

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This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with this program. If not, see https://www.gnu.org/licenses/.

Copyright 2021, University of Oxford.

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Possibly the first open-source data-driven constitutive model for explicit finite element analysis.

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