May 16, 2022 article Open access Manifold embedding data-driven mechanics Journal of the Mechanics and Physics of Solids DOI: 10.1016/j.jmps.2022.104927 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 32 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 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 Engineering Numerical methods in engineering Open access 67 citations DNN2: A hyper-parameter reinforcement learning game for self-design of neural network based elasto-plastic constitutive descriptions 2021 Computers & Structures article Materials Science Machine Learning in Materials Science Open access 58 citations An offline multi‐scale unsaturated poromechanics model enabled by self‐designed/self‐improved neural networks 2021 International Journal for Numerical and Analytical Methods in Geomechanics article Engineering Soil and Unsaturated Flow 36 citations 4 results