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Embedding physical knowledge in deep neural networks for predicting the phonon dispersion curves of cellular metamaterials

Deep Neural NetworksEngineeringMachine LearningPhysicsPhysic Aware Machine LearningAcoustic MetamaterialApplied PhysicsPhonon Dispersion CurvesMetamaterialsPhononDeep LearningPhysical Knowledge