Posts in research

Graph-based reinforcement learning for the optimal design of skeletal structures ― case 2: cross-section optimization of planar steel frames

Abstract A combined method of graph embedding (GE) and reinforcement learning (RL) is developed for discrete c

Graph-based reinforcement learning for the optimal design of skeletal structures ― case 1: topology optimization of trusses

Abstract: For truss topology optimization problems, a hybrid method of reinforcement learning (RL) and graph e […]

Regularization of panel shapes for latticed shells

Keywords latticed shell; panelization; clustering; constructability

FDMopt

Keywords truss; force density method(FDM); simultaneous optimization of geometry and topology; interactive des […]