Accelerated inverse design of customizable acoustic metaporous structures using a CNN-GA-based hybrid optimization framework
Baorui Pan, Xiang Song, Jingjian Xu, Dan Sui, Heye Xiao, Jie Zhou, Jintao Gu
Topics & Concepts
Computer scienceInverseTopology optimizationConvolutional neural networkFinite element methodGenetic algorithmHeuristicInverse problemMathematical optimizationAlgorithmComputer engineeringArtificial intelligenceMachine learningEngineeringMathematicsStructural engineeringGeometryMathematical analysisAcoustic Wave Phenomena ResearchNoise Effects and ManagementHearing Loss and Rehabilitation