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Hi, Iā€™m @kylebeggs, a software engineer in computational physics at Metalenz and PhD Candidate at the University of Central Florida focusing on computational mechanics, specifically on meshless PDE solvers and data-driven approaches to mechanics. My main application for this work is hemodynamic simulations.

Check out my website at kylebeggs.com!

Kyle Beggs's Projects

deepcenterline icon deepcenterline

Model for finding a centerline distance map of blood vessel segmentations to then be fed into a graph minimum path extractor to find the centerlines of a vessel using PyTorch. It uses a Residual UNet (Convolutional AutoEncoder) type architecture.

graphs.jl icon graphs.jl

An optimized graphs package for the Julia programming language

pod-rbf icon pod-rbf

Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network

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