Continuum Thermodynamics

• Inelastic Constitutive Kolmogorov–Arnold Networks: A generalized framework for automated discovery of interpretable inelastic material models

  2026 International Journal of Engineering Science article Materials Science Machine Learning in Materials Science Open access

  0

  citations
• A generalized dual potential for inelastic Constitutive Artificial Neural Networks: A JAX implementation at finite strains

  2025 Journal of the Mechanics and Physics of Solids article Engineering Elasticity and Material Modeling Open access

  15

  citations
• Tension-compression asymmetry based on different energy decompositions within a gradient-extended two-surface damage-plasticity framework

  2025 Computational Mechanics article Engineering Numerical methods in engineering Open access

  5

  citations
• Polyconvex inelastic constitutive artificial neural networks

  2024 PAMM article Engineering Elasticity and Material Modeling Open access

  11

  citations
• Theory and implementation of inelastic Constitutive Artificial Neural Networks

  2024 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access

  84

  citations
• Theory and implementation of inelastic Constitutive Artificial Neural Networks

  2023 RWTH Publications (RWTH Aachen) preprint Engineering Elasticity and Material Modeling Open access

  9

  citations
• A novel continuum mechanical framework for decoupled material behavior in thickness and in-plane directions

  2023 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling

  9

  citations

7 results