Huiying Rd
DaLian, LiaoNing, 116024
China
Dalian University of Technology
Topology optimization, Large-scale, Problem independent machine learning (PIML), Parallel computing
Large-scale structural analysis, Topology optimization, Problem Independent Machine Learning, Data free, Operator learning
Machine learning, Topology optimization, Substructure, Isoparametric elements
Multi-material, Topology optimization, Implicit Topology Description Function, Sensitivity analysis
Stiffened laminated composite structures, Concurrent optimization, Structural compliance, Fundamental natural frequency, Manufacturing constraints
3D Graded lattice structure, Problem-Independent Machine Learning (PIML), Moving Morphable Components (MMC), Partitioned Coordinate Mapping (PCM), Large-scale topology optimization
Lattice structure, Computational Conformal Mapping, Moving Morphable Components, Surface parameterization, Shell structure
Shell structures, Topography optimization, Moving Morphable Components (MMC), Computational Conformal Mapping (CCM)
Topological materials, Mechanical higher-order topological insulators, Topology optimization, Symmetry indicators
Topology optimization, Transfer learning, Isoparametric substructure, Complex design domain
thin-walled structures, Shape-stiffener collaborative optimization, Explicit geometric parameterization, Computational Conformal Mapping (CCM)
Domain decomposition, Finite element method, Physics-informed neural networks, Deep energy method, Static condensation