2 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.AI2024★ 2 cited
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★ 1 cited
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…