September 21, 2022 article Open access NN-EUCLID: Deep-learning hyperelasticity without stress data Journal of the Mechanics and Physics of Solids DOI: 10.1016/j.jmps.2022.105076 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 4 stored of 174 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 Physics-informed neural network for constitutive modeling of cyclic crystal plasticity considering deformation mechanism 2025 International Journal of Mechanical Sciences article Materials Science Machine Learning in Materials Science cited by 1 patent 32 citations Rediscovering the Mullins effect with deep symbolic regression 2024 International Journal of Plasticity article Engineering Elasticity and Material Modeling Open access 26 citations Hyperelastic material modelling using symbolic regression 2023 PAMM article Engineering Elasticity and Material Modeling Open access 7 citations 4 results References 1 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 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 1 result