Papers matching “constitutive modeling” in Elasticity and Material Modeling 33
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LLMs as designers of physics-constrained neural networks for constitutive modeling: a demonstration on hyperelastic solids2026 Machine learning for computational science and engineering article Engineering Elasticity and Material Modeling Open access
M. Tacke, M. Busch, Kian Abdolazizi, Jonas Eichinger, Kevin Linka, Christian Johannes Cyron, +1 more
0citations -
A thermo-coupled constitutive model for semi-crystalline polymers at finite strains: Application to varying degrees of crystallinity and temperatures2022 European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS) conference-paper Engineering Elasticity and Material Modeling Open access
M. Reuvers, Birte Boes, S. Felder, T. Brepols, Stefanie Reese
2citations -
Automated model discovery for human cardiac tissue: Discovering the best model and parameters2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Engineering Elasticity and Material Modeling Open access
Denisa Martonová, Mathias Peirlinck, Kevin Linka, Gerhard A. Holzapfel, Sigrid Leyendecker, Ellen Kuhl
6citations -
Automated model discovery for human cardiac tissue: Discovering the best model and parameters2024 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access
Denisa Martonová, Mathias Peirlinck, Kevin Linka, Gerhard A. Holzapfel, Sigrid Leyendecker, Ellen Kuhl
46citations -
LLM-driven design of physics-constrained constitutive models: Two agents are better than one2026 Machine learning for computational science and engineering article Engineering Elasticity and Material Modeling Open access
M. Tacke, M. Busch, Kian Abdolazizi, Jonas Eichinger, Kevin Linka, Roland Can Aydin, +1 more
0citations