February 27, 2025 article Open access A Multiscale CNN-Based Intrinsic Permeability Prediction in Deformable Porous Media Applied Sciences DOI: 10.3390/app15052589 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 20 References 12 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 review on phase-field modeling of hydraulic fracturing 2021 Engineering Fracture Mechanics article Engineering Hydraulic Fracturing and Reservoir Analysis 185 citations SO(3)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials 2020 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access 129 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 Upscaling LBM-TPM simulation approach of Darcy and non-Darcy fluid flow in deformable, heterogeneous porous media 2020 International Journal of Heat and Fluid Flow article Engineering Lattice Boltzmann Simulation Studies 35 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 A multiscale LBM–TPM–PFM approach for modeling of multiphase fluid flow in fractured porous media 2022 International Journal for Numerical and Analytical Methods in Geomechanics article Engineering Lattice Boltzmann Simulation Studies Open access 22 citations A machine‐learning supported multi‐scale LBM‐TPM model of unsaturated, anisotropic, and deformable porous materials 2023 International Journal for Numerical and Analytical Methods in Geomechanics article Engineering Soil and Unsaturated Flow Open access 21 citations Numerical simulation of miscible multiphase flow and fluid–fluid interaction in deformable porous media 2023 PAMM article Computer Science Advanced Mathematical Modeling in Engineering Open access 9 citations Objectivity and accuracy enhancement within ANN‐based multiscale material modeling 2023 PAMM article Materials Science Machine Learning in Materials Science Open access 3 citations A multiscale study of the retention behavior and hydraulic anisotropy in deformable porous media 2023 PAMM article Engineering Enhanced Oil Recovery Techniques Open access 2 citations Investigating the impact of deformation on foam permeability through CT scans and the Lattice‐Boltzmann method 2023 PAMM article Engineering Lattice Boltzmann Simulation Studies Open access 1 citations 12 results