Machine-learning topology optimization with stochastic gradient descent optimizer for heat conduction problems
Yuchao Hua, Lingaï Luo, Steven Le Corre, Yilin Fan
Topics & Concepts
Topology optimizationThermal conductionStochastic gradient descentComputer scienceGradient descentMathematical optimizationTopology (electrical circuits)Applied mathematicsMaterials scienceArtificial intelligenceThermodynamicsMathematicsPhysicsArtificial neural networkFinite element methodCombinatoricsComposite materialTopology Optimization in EngineeringAdvanced Multi-Objective Optimization AlgorithmsComposite Structure Analysis and Optimization