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Algorithmically-consistent deep learning frameworks for structural topology optimization

Jaydeep Rade, Aditya Balu, Ethan Herron, Jay Pathak, Rishikesh Ranade, Soumik Sarkar, Adarsh Krishnamurthy

2021Engineering Applications of Artificial Intelligence58 citationsDOIOpen Access PDF

Topics & Concepts

Topology optimizationComputer scienceTopology (electrical circuits)Network topologyReduction (mathematics)Computational topologyComponent (thermodynamics)Mathematical optimizationAlgorithmArtificial intelligenceFinite element methodMathematicsScalar fieldGeometryCombinatoricsMathematical physicsOperating systemPhysicsThermodynamicsTopology Optimization in EngineeringAdvanced Multi-Objective Optimization AlgorithmsMetaheuristic Optimization Algorithms Research