Inverse design of phononic crystals for anticipated wave propagation by integrating deep learning and semi-analytical approach
Sihao Han, Qiang Han, Tengjiao Jiang, Chunlei Li
Topics & Concepts
MetamaterialTopology optimizationVibration isolationInverseVibrationBand gapInverse problemAcousticsConvolutional neural networkWave propagationBloch waveAcoustic metamaterialsPhotonic crystalFinite element methodOptimal designArtificial neural networkNetwork topologyMaterials scienceTopology (electrical circuits)Computer scienceOpticsMathematical analysisPhysicsMathematicsGeometryStructural engineeringEngineeringCondensed matter physicsArtificial intelligenceOptoelectronicsMachine learningOperating systemCombinatoricsAcoustic Wave Phenomena ResearchNoise Effects and ManagementHearing Loss and Rehabilitation