April 10, 2026 article Open access Impact of Dataset Size and Hyperparameters Tuning in a Variational Autoencoder for Structure–Property Mapping in Porous Metamaterials PAMM DOI: 10.1002/pamm.70108 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 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 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 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 3 results