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What is Fabrication-Aware Synthetic Dataset Generation and about?

This study presents GDRF, an automated pipeline for generating and encoding fabrication-aware synthetic datasets for architectural robotic assembly, specifically focusing on brick wall designs. The six-stage process includes parametric modeling, physics-based simulation, and robotic assembly, resulting in over 33,000 evaluated wall configurations, with approximately 52% deemed structurally feasible. The research addresses the critical data scarcity in architectural robotics by providing a reusable methodolo

Author

alireza

Language

EN