FRAMED: Data-Driven Structural Performance Analysis of Community-Designed Bicycle Frames. (arXiv:2201.10459v1 [cs.LG])

Web: http://arxiv.org/abs/2201.10459

This paper presents a data-driven analysis of the structural performance of
4500 community-designed bicycle frames. We present FRAMED -- a parametric
dataset of bicycle frames based on bicycles designed by bicycle practitioners
from across the world. To support our data-driven approach, we also provide a
dataset of structural performance values such as weight, displacements under
load, and safety factors for all the bicycle frame designs. By exploring a
diverse design space of frame design parameters and a set of ten …

analysis arxiv community data data-driven performance