October 17, 2023 article On automated model discovery and a universal material subroutine for hyperelastic materials Computer Methods in Applied Mechanics and Engineering DOI: 10.1016/j.cma.2023.116534 OpenAlex Authors 0 Author list not loaded yet. Cited by 6 stored of 52 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access 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 Atrial Constitutive Neural Networks 2025 Lecture notes in computer science conference-paper Engineering Elasticity and Material Modeling 2 citations Best-in-class modeling: A novel strategy to discover constitutive models for soft matter systems 2024 Extreme Mechanics Letters article Engineering Elasticity and Material Modeling Open access 29 citations Automated model discovery for human cardiac tissue: Discovering the best model and parameters 2024 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access 46 citations Automated model discovery for human cardiac tissue: Discovering the best model and parameters 2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Engineering Elasticity and Material Modeling Open access 6 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 6 results References 5 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning 2020 Journal of Computational Physics article Materials Science Machine Learning in Materials Science Open access cited by 3 patents 341 citations Polyconvex anisotropic hyperelasticity with neural networks 2021 Journal of the Mechanics and Physics of Solids article Engineering Elasticity and Material Modeling Open access 238 citations A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: comparison with finite element method 2022 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access 216 citations Model-free data-driven computational mechanics enhanced by tensor voting 2020 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access 82 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 5 results