September 07, 2020 article Open access Data-driven fracture mechanics Computer Methods in Applied Mechanics and Engineering DOI: 10.1016/j.cma.2020.113390 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 6 stored of 150 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 Efficient evaluation of mechanical properties for two-phase materials using a direct data-driven approach 2025 Materials & Design article Materials Science Machine Learning in Materials Science Open access 0 citations Efficient Evaluation of Mechanical Properties for Two-Phase Materials Using a Direct Data-Driven Approach 2025 SSRN Electronic Journal preprint Materials Science Machine Learning in Materials Science Open access 0 citations Direct data-driven algorithms for multiscale mechanics 2024 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access 17 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 Efficient data structures for model-free data-driven computational mechanics 2021 Computer Methods in Applied Mechanics and Engineering article Engineering Numerical methods in engineering Open access 67 citations 6 results References 0