April 08, 2024 article Open access On sparse regression, L p ‐regularization, and automated model discovery International Journal for Numerical Methods in Engineering DOI: 10.1002/nme.7481 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 10 stored of 69 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 LLMs as designers of physics-constrained neural networks for constitutive modeling: a demonstration on hyperelastic solids 2026 Machine learning for computational science and engineering article Engineering Elasticity and Material Modeling 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 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 The mechanical and sensory signature of plant-based and animal meat 2024 npj Science of Food article Agricultural and Biological Sciences Meat and Animal Product Quality Open access 36 citations Discovering uncertainty: Bayesian constitutive artificial neural networks 2024 Computer Methods in Applied Mechanics and Engineering article Computer Science Gaussian Processes and Bayesian Inference Open access 37 citations Polyconvex inelastic constitutive artificial neural networks 2024 PAMM article Engineering Elasticity and Material Modeling Open access 11 citations Discovering uncertainty: Bayesian constitutive artificial neural networks 2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Gaussian Processes and Bayesian Inference Open access 6 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 The mechanical and sensory signature of plant-based and animal meat 2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Agricultural and Biological Sciences Sensory Analysis and Statistical Methods Open access 13 citations 10 results References 4 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 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 Theory and implementation of inelastic Constitutive Artificial Neural Networks 2023 RWTH Publications (RWTH Aachen) preprint Engineering Elasticity and Material Modeling Open access 9 citations 4 results