Accelerating gradient-based topology optimization design with dual-model artificial neural networks
Chao Qian, Wenjing Ye
Topics & Concepts
Sensitivity (control systems)Topology optimizationArtificial neural networkEngineering design processBenchmark (surveying)Computer scienceSurrogate modelFinite element methodMathematical optimizationOptimal designTopology (electrical circuits)Artificial intelligenceEngineeringMachine learningMathematicsElectronic engineeringMechanical engineeringStructural engineeringGeographyElectrical engineeringGeodesyTopology Optimization in EngineeringComposite Structure Analysis and OptimizationAdvanced Multi-Objective Optimization Algorithms