most citedTransferable 3D Convolutional Neural Networks for Elastic Constants Prediction in Nanoporous Metals

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physics.comp-ph2026

Direction-aware topological descriptors for Young's modulus prediction in porous materials

Rafał Topolnicki, Michał Bogdan, Jakub Malinowski +3

Classical topological descriptors used in topological data analysis (TDA) are invariant under permutations of spatial axes and therefore cannot represent the loading direction, whi…