A Physics-Informed Neural Network-based Topology Optimization (PINNTO) framework for structural optimization
Hyogu Jeong, Jinshuai Bai, Chanaka Batuwatta-Gamage, Charith Rathnayaka, Ying Zhou, Yuantong Gu
Topics & Concepts
Topology optimizationNetwork topologyArtificial neural networkTopology (electrical circuits)Finite element methodComputer scienceOptimization problemMathematical optimizationArtificial intelligenceMathematicsEngineeringAlgorithmStructural engineeringOperating systemCombinatoricsTopology Optimization in EngineeringComposite Structure Analysis and OptimizationStructural Health Monitoring Techniques