Thermodynamic relations for high elastic materials

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

  2026 SSRN Electronic Journal preprint Materials Science Machine Learning in Materials Science Open access

  1

  citations
• Automated model discovery for tensional homeostasis: Constitutive machine learning in growth and remodeling

  2025 Computers in Biology and Medicine article Engineering Elasticity and Material Modeling Open access

  14

  citations
• A Constitutive Model of Finite Viscoelasticity for Polyamide 6 Considering Degree of Crystallinity

  2025 Advanced structured materials book-chapter Materials Science Polymer crystallization and properties

  1

  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
• A gradient-extended thermomechanical model for rate-dependent damage and failure within rubberlike polymeric materials at finite strains

  2024 International Journal of Plasticity article Engineering Elasticity and Material Modeling

  22

  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
• Theory of Rheology and Aging of Protein Condensates

  2023 PRX Life article Biochemistry, Genetics and Molecular Biology RNA Research and Splicing Open access

  25

  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
• Hyperelastic material modelling using symbolic regression

  2023 PAMM article Engineering Elasticity and Material Modeling Open access

  7

  citations
• Automatic generation of interpretable hyperelastic material models by symbolic regression

  2023 International Journal for Numerical Methods in Engineering article Engineering Elasticity and Material Modeling Open access

  54

  citations
• Layer-Specific Damage Modeling of Porcine Large Intestine under Biaxial Tension

  2022 Bioengineering article Engineering Elasticity and Material Modeling Open access

  7

  citations
• A two-surface gradient-extended anisotropic damage model using a second order damage tensor coupled to additive plasticity in the logarithmic strain space

  2022 Journal of the Mechanics and Physics of Solids article Engineering Numerical methods in engineering

  29

  citations
• Incorporating crystallinity distributions into a thermo-mechanically coupled constitutive model for semi-crystalline polymers

  2020 International Journal of Plasticity article Materials Science Polymer crystallization and properties

  58

  citations

15 results