Design of aluminum plate phononic crystals with wide bandgaps via free-form shape optimization using deep neural networks
Wabi Demeke, Jiyoung Jung, Hyunggwi Song, Byungki Ryu, Wonju Jeon, Seunghwa Ryu, Seunghwa Ryu
Topics & Concepts
Band gapFinite element methodArtificial neural networkMaterials scienceLattice (music)Square latticeSquare (algebra)Acoustic metamaterialsHexagonal crystal systemDeep neural networksHexagonal latticeAcousticsComputer scienceBiological systemOptoelectronicsCondensed matter physicsArtificial intelligencePhysicsGeometryStructural engineeringMathematicsEngineeringChemistryCrystallographyBiologyAntiferromagnetismIsing modelAcoustic Wave Phenomena ResearchUltrasonics and Acoustic Wave PropagationNoise Effects and Management