October 11, 2018 article A data-driven computational homogenization method based on neural networks for the nonlinear anisotropic electrical response of graphene/polymer nanocomposites Computational Mechanics DOI: 10.1007/s00466-018-1643-0 OpenAlex Authors 0 Author list not loaded yet. Cited by 7 stored of 177 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 Multiscale modeling of non-crimp fabrics incorporating with artificial neural networks 2025 SSRN Electronic Journal preprint Engineering Composite Material Mechanics Open access 0 citations Recurrent neural networks as a physics-based self-learning solver to satisfy plane stress viscoplasticity undergoing isotropic damage 2024 Mechanics Research Communications article Physics and Astronomy Model Reduction and Neural Networks Open access 3 citations Recurrent and convolutional neural networks in structural dynamics: a modified attention steered encoder–decoder architecture versus LSTM versus GRU versus TCN topologies to predict the response of shock wave-loaded plates 2023 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access 31 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 Intelligent stiffness computation for plate and beam structures by neural network enhanced finite element analysis 2022 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks 30 citations Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning 2020 Journal of Computational Physics article Materials Science Machine Learning in Materials Science Open access cited by 3 patents 341 citations Application of artificial neural networks for the prediction of interface mechanics: a study on grain boundary constitutive behavior 2020 Advanced Modeling and Simulation in Engineering Sciences article Materials Science Microstructure and mechanical properties Open access 74 citations 7 results References 0