April 07, 2025 article Open access A machine learning based multi-scale finite element framework for nonlinear composite materials Engineering With Computers DOI: 10.1007/s00366-025-02121-3 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 16 References 3 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 An artificial neural network for surrogate modeling of stress fields in viscoplastic polycrystalline materials 2023 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access 97 citations Graph Neural Network enhanced Finite Element modelling 2023 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access 36 citations Physics-Based Self-Learning Recurrent Neural Network enhanced time integration scheme for computing viscoplastic structural finite element response 2022 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks 31 citations 3 results