Patrick Kurzeja

According to our database, Patrick Kurzeja authored at least 4 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Modeling isotropic polyconvex hyperelasticity by neural networks - sufficient and necessary criteria for compressible and incompressible materials.

Gian-Luca Geuken, Patrick Kurzeja, David Wiedemann, Martin Zlatic, Marko Canadija, Jörn Mosler

CoRR, March, 2026

2025

Input convex neural networks: universal approximation theorem and implementation for isotropic polyconvex hyperelastic energies.

Gian-Luca Geuken, Patrick Kurzeja, David Wiedemann, Jörn Mosler

CoRR, February, 2025

2024

Limits of isotropic damage models for complex load paths - beyond stress triaxiality and Lode angle parameter.

K. Feike, Patrick Kurzeja, Jörn Mosler, K. Langenfeld

CoRR, 2024

2023

Incorporating sufficient physical information into artificial neural networks: a guaranteed improvement via physics-based Rao-Blackwellization.

Gian-Luca Geuken, Jörn Mosler, Patrick Kurzeja

CoRR, 2023