April 01, 2017 article Open access A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality Computer Methods in Applied Mechanics and Engineering DOI: 10.1016/j.cma.2017.03.037 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 4 stored of 580 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 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 Modeling and simulation of microstructure in metallic systems based on multi-physics approaches 2022 npj Computational Materials article Materials Science Microstructure and mechanical properties Open access 37 citations Explainable Artificial Intelligence for Mechanics: Physics-Explaining Neural Networks for Constitutive Models 2022 Frontiers in Materials article Physics and Astronomy Model Reduction and Neural Networks Open access 41 citations An intelligent nonlinear meta element for elastoplastic continua: deep learning using a new Time-distributed Residual U-Net architecture 2020 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks 71 citations 4 results References 0