2 papers
cs.AI2024
Structural Design Through Reinforcement Learning
Thomas Rochefort-Beaudoin, Aurelian Vadean, Niels Aage +1
This paper introduces the Structural Optimization gym (SOgym), a novel open-source Reinforcement Learning (RL) environment designed to advance machine learning in Topology Optimiza…
cs.CV2024
From Density to Geometry: YOLOv8 Instance Segmentation for Reverse Engineering of Optimized Structures
Thomas Rochefort-Beaudoin, Aurelian Vadean, Sofiane Achiche +1
This paper introduces YOLOv8-TO, a novel approach for reverse engineering of topology-optimized structures into interpretable geometric parameters using the YOLOv8 instance segment…