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List of Achievements
List of Achievements
Please visit the following "researchmap" website for our list of achievements.
Journal Articles
Journal Articles
Micro-macro performance of naturally aging amorphous silicon photovoltaics from {BIPV} applications
Micro-macro performance of naturally aging amorphous silicon photovoltaics from {BIPV} applications
Local search-based online learning algorithm for shape and cross-section optimization of free-form single-layer reticulated shells
Local search-based online learning algorithm for shape and cross-section optimization of free-form single-layer reticulated shells
Hierarchical graph-based machine learning model for optimization of three-dimensional braced steel frame
Hierarchical graph-based machine learning model for optimization of three-dimensional braced steel frame
Target shape approximation of funicular surfaces by load control using RBF interpolation
Target shape approximation of funicular surfaces by load control using RBF interpolation
Multi-objective optimization of truss structure using multi-agent reinforcement learning and graph representation
Multi-objective optimization of truss structure using multi-agent reinforcement learning and graph representation
Parametric generation of optimal structures through discrete exponential functions: unveiling connections between structural optimality and discrete isothermicity
Parametric generation of optimal structures through discrete exponential functions: unveiling connections between structural optimality and discrete isothermicity
Deep deterministic policy gradient and graph convolutional networks for topology optimization of braced steel frames
Deep deterministic policy gradient and graph convolutional networks for topology optimization of braced steel frames
Mean curvature flow for generating discrete surfaces with piecewise constant mean curvatures
Mean curvature flow for generating discrete surfaces with piecewise constant mean curvatures
Deep deterministic policy gradient and graph attention network for geometry optimization of latticed shells
Deep deterministic policy gradient and graph attention network for geometry optimization of latticed shells
Deep reinforcement learning-based critical element identification and demolition planning of frame structures
Deep reinforcement learning-based critical element identification and demolition planning of frame structures
Assembly sequence optimization of spatial trusses using graph embedding and reinforcement learning
Assembly sequence optimization of spatial trusses using graph embedding and reinforcement learning
Deep deterministic policy gradient and graph convolutional network for bracing direction optimization of grid shells
Deep deterministic policy gradient and graph convolutional network for bracing direction optimization of grid shells
Graph-based reinforcement learning for discrete cross-section optimization of planar steel frames
Graph-based reinforcement learning for discrete cross-section optimization of planar steel frames
Machine-specified ground structures for topology optimization of binary trusses using graph embedding policy network
Machine-specified ground structures for topology optimization of binary trusses using graph embedding policy network
Reinforcement learning and graph embedding for binary truss topology optimization under stress and displacement constraints
Reinforcement learning and graph embedding for binary truss topology optimization under stress and displacement constraints
Force density method for simultaneous optimization of geometry and topology of trusses
Force density method for simultaneous optimization of geometry and topology of trusses
Conference Papers
Conference Papers
Geometric design and deployment analysis for triangulated auxetic surfaces with offsets
Geometric design and deployment analysis for triangulated auxetic surfaces with offsets
Geometry-aware reinforcement learning for assembly sequence optimization of shells composed of triangular panels
Geometry-aware reinforcement learning for assembly sequence optimization of shells composed of triangular panels
Structural behavior of deployable bilayer auxetic materials: A comparison of triangular and square unit designs
Structural behavior of deployable bilayer auxetic materials: A comparison of triangular and square unit designs
Performance degradation analysis of weathering aging ethylene tetrafluoroethylene (ETFE) foils via micro-characterization
Performance degradation analysis of weathering aging ethylene tetrafluoroethylene (ETFE) foils via micro-characterization
Comprendre les déterminants du ressenti thermique humain à l’aide de l’intelligence artificielle : une expérience participative
Comprendre les déterminants du ressenti thermique humain à l’aide de l’intelligence artificielle : une expérience participative
Non-developable surface structures using bilayer auxetic material and kerf bending joints
Non-developable surface structures using bilayer auxetic material and kerf bending joints
Topology optimization of periodic lattice structures for specified mechanical properties using machine learning considering member connectivity
Topology optimization of periodic lattice structures for specified mechanical properties using machine learning considering member connectivity
Isogeometric deep learning framework to predict the structural performance of free-form surfaces
Isogeometric deep learning framework to predict the structural performance of free-form surfaces
Sizing optimization of free-form lattice shells using deep deterministic policy gradient and graph convolutional networks
Sizing optimization of free-form lattice shells using deep deterministic policy gradient and graph convolutional networks
Structural performance of triangular latticed shells with regularized panels for Bézier design surfaces
Structural performance of triangular latticed shells with regularized panels for Bézier design surfaces
FDMOPT: A new tool for simultaneous optimization of geometry and topology of truss structures
FDMOPT: A new tool for simultaneous optimization of geometry and topology of truss structures
Force density method for simultaneous optimization of geometry and topology of spatial trusses
Force density method for simultaneous optimization of geometry and topology of spatial trusses
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