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Tobias S. Kristensen

Aarhus University

Department of Mechanical & Production Engineering

Katrinebjergvej 89 G-F

Aarhus N, 8200

Denmark

  • Aarhus University

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Scholarly Papers (1)

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Predicting plastic strain localization in porous solids using graph neural networks

Number of pages: 33 Posted: 29 Nov 2025
Rasmus B. Jakobsen, Tobias S. Kristensen, Joep Storm, Iuri B.C.M. Rocha and Tito Andriollo
Aarhus University, Aarhus University, Delft University of Technology, Delft University of Technology - Faculty of Civil Engineering and Geosciences and Aarhus University
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Abstract:

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Surrogate modeling, Graph neural network, Plasticity, Heterogeneous material, Porous solid, Strain localisation, Multiscale