Deep learning-based 3D multigrid topology optimization of manufacturable designs
Jaydeep Rade, Anushrut Jignasu, Ethan Herron, Ashton M. Corpuz, Baskar Ganapathysubramanian, Soumik Sarkar, Aditya Balu, Adarsh Krishnamurthy
Topics & Concepts
Topology optimizationDesign for manufacturabilityComputer scienceMultigrid methodTopology (electrical circuits)Network topologyConvolutional neural networkDeep learningArtificial neural networkOptimization problemShape optimizationComputational scienceAlgorithmMathematical optimizationArtificial intelligenceFinite element methodMathematicsMechanical engineeringEngineeringPartial differential equationMathematical analysisPhysicsOperating systemThermodynamicsCombinatoricsTopology Optimization in EngineeringManufacturing Process and OptimizationAdvanced Numerical Analysis Techniques