November 06, 2025 article A data-driven method for constitutive-model-free multiscale concurrent analysis: theoretical modeling and numerical simulation Composite Structures DOI: 10.1016/j.compstruct.2025.119830 OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 7 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 Polyconvex anisotropic hyperelasticity with neural networks 2021 Journal of the Mechanics and Physics of Solids article Engineering Elasticity and Material Modeling Open access 237 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 Efficient data structures for model-free data-driven computational mechanics 2021 Computer Methods in Applied Mechanics and Engineering article Computer Science Advanced Neural Network Applications Open access 67 citations Direct data-driven algorithms for multiscale mechanics 2024 Computer Methods in Applied Mechanics and Engineering article Engineering Composite Material Mechanics Open access 17 citations 4 results