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What is: BRepNet?

SourceBRepNet: A topological message passing system for solid models
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

BRepNet is a neural network for CAD applications. It is designed to operate directly on B-rep data structures, avoiding the need to approximate the model as meshes or point clouds. BRepNet defines convolutional kernels with respect to oriented coedges in the data structure. In the neighborhood of each coedge, a small collection of faces, edges and coedges can be identified and patterns in the feature vectors from these entities detected by specific learnable parameters.