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Network approach for the analysis of the irreversible deformation of solids with soft heterogeneities

Tito Andriollo1,*, Varvara Kouznetsova2, and Laura Alessandretti3

  • 1Aarhus University, 8000 Aarhus C, Denmark
  • 2Eindhoven University of Technology, 5600 MB Eindhoven, The Netherlands
  • 3Technical University of Denmark, 2800 Kgs. Lyngby, Denmark

  • *titoan@mpe.au.dk

Predicting plastic strain localization in porous solids using graph neural networks

Rasmus B. Jakobsen, Tobias S. Kristensen, Joep Storm, Iuri B.C.M. Rocha, and Tito Andriollo

Mechanics of Materials 219 105733 (2026)

Efficient prediction of strength and strain localisation in porous solids via microstructure-based limit analysis

Jonas Hund, Varvara Kouznetsova, and Tito Andriollo

Mechanics of Materials 201 105208 (2025)

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