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Two-stage convolutional encoder-decoder network to improve the performance and reliability of deep learning models for topology optimization

Gorkem Can Ates, Recep M. Gorguluarslan

2021Structural and Multidisciplinary Optimization71 citationsDOI

Topics & Concepts

Network topologyComputer scienceTopology optimizationA priori and a posterioriCross entropyConvolutional neural networkMean squared errorTopology (electrical circuits)AlgorithmNetwork architectureDeep learningArtificial intelligenceMathematicsPattern recognition (psychology)CombinatoricsPhilosophyOperating systemEpistemologyComputer securityFinite element methodPhysicsStatisticsThermodynamicsTopology Optimization in EngineeringMetaheuristic Optimization Algorithms Research3D Surveying and Cultural Heritage
Two-stage convolutional encoder-decoder network to improve the performance and reliability of deep learning models for topology optimization | Litcius