An uncertainty-aware deep learning framework-based robust design optimization of metamaterial units
Zihan Wang, Anindya Bhaduri, Hongyi Xu, Liping Wang
Topics & Concepts
Engineering design processComputer scienceRobust optimizationMetamaterialDeep learningArtificial intelligenceProcess (computing)Topology optimizationLearning designMathematical optimizationSystems engineeringIndustrial engineeringEngineeringMathematicsMechanical engineeringMathematics educationMaterials scienceFinite element methodOperating systemOptoelectronicsStructural engineeringAcoustic Wave Phenomena ResearchTopology Optimization in EngineeringCellular and Composite Structures