June 07, 2023 article Open access Accelerated multiscale mechanics modeling in a deep learning framework Mechanics of Materials DOI: 10.1016/j.mechmat.2023.104709 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 3 stored of 68 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 physics-informed meta-learning framework for the continuous solution of parametric PDEs on arbitrary geometries 2026 Computers & Structures article Physics and Astronomy Model Reduction and Neural Networks Open access 4 citations A spatiotemporal deep learning framework for prediction of crack dynamics in heterogeneous solids: Efficient mapping of concrete microstructures to its fracture properties 2024 Engineering Fracture Mechanics article Engineering Numerical methods in engineering 18 citations Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space 2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access 5 citations 3 results References 0