Embedding physical knowledge in deep neural networks for predicting the phonon dispersion curves of cellular metamaterials
Zihan Wang, Weikang Xian, Ying Li, Hongyi Xu
Topics & Concepts
PhononEmbeddingMetamaterialDispersion (optics)Artificial neural networkComputational Science and EngineeringStatistical physicsPhysicsComputer scienceArtificial intelligenceCondensed matter physicsComputational scienceQuantum mechanicsAcoustic Wave Phenomena ResearchNoise Effects and ManagementUltrasonics and Acoustic Wave Propagation