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Machine learning for topology optimization: Physics-based learning through an independent training strategy

Fernando V. Senhora, Heng Chi, Yuyu Zhang, Lucia Mirabella, Tsz Ling Elaine Tang, Glaucio H. Paulino

2022Computer Methods in Applied Mechanics and Engineering83 citationsDOI

Topics & Concepts

Topology optimizationSpeedupComputer scienceTopology (electrical circuits)ScalabilityArtificial intelligenceEngineering optimizationOptimization problemConvolutional neural networkMachine learningNetwork topologyMathematical optimizationAlgorithmMathematicsEngineeringParallel computingFinite element methodStructural engineeringCombinatoricsDatabaseOperating systemTopology Optimization in EngineeringStructural Health Monitoring TechniquesAdvanced Multi-Objective Optimization Algorithms
Machine learning for topology optimization: Physics-based learning through an independent training strategy | Litcius