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FRAMED: Data-Driven Structural Performance Analysis of Community-Designed Bicycle Frames. (arXiv:2201.10459v1 [cs.LG])
Jan. 26, 2022, 2:11 a.m. | Lyle Regenwetter, Colin Weaver, Faez Ahmed
cs.LG updates on arXiv.org arxiv.org
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 …
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