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D. Thomas Seidl

Sandia National Laboratories

P.O. Box 969

Livermore, CA 94551

United States

  • Sandia National Laboratories

SCHOLARLY PAPERS

2

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68

TOTAL CITATIONS

1

Scholarly Papers (2)

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1.

Polyconvex Neural Network Models of Thermoelasticity

Number of pages: 19 Posted: 29 May 2024
Jan Fuhg, Asghar Jadoon, Oliver Weeger, D. Thomas Seidl and Reese Jones
University of Texas at Austin, University of Texas at Austin, TU Darmstadt, Sandia National Laboratories and Sandia National Laboratories
Downloads 46 (1,109,210)
Citation 1

Abstract:

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thermohyperelasticity, neural network, thermodynamic constraints, free energy representation

2.

A physics-augmented neural network framework for modeling and detecting thermo-visco-plastic behavior

Number of pages: 30 Posted: 12 Jan 2026
Reese Jones, Asghar Jadoon, D. Thomas Seidl and Jan Fuhg
Sandia National Laboratories, University of Texas at Austin, Sandia National Laboratories and University of Texas at Austin
Downloads 22 (1,424,331)

Abstract:

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Thermoviscoplasticity, Physics-augmented Neural Networks, Input Convex Neural Network, Neural Ordinary Differential Equations