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CMU-CBML's Projects

dthb3d_reg icon dthb3d_reg

This package performs 3D non-rigid image registration for medical and synthetic images using truncated hierarchical B-splines (THB-Splines)

fdngcnn icon fdngcnn

Feature-driven Neuron Growth CNN Machine Learning

hxto icon hxto

Heat Exchanger Topology Optimization

jisr icon jisr

This software performs joint image registration and segmentation for 2D and 3D synthetic and medical images using truncated hierarchical B-splines.

neuralroms.jl icon neuralroms.jl

SNF-ROM: Projection-based nonlinear reduced order modeling with smooth neural fields

neuronseg_bach icon neuronseg_bach

Automated Neuron Segmentation Using B-Spline Based Active Contour and Hyperelastic Regularization

neurontransportiga icon neurontransportiga

This package performs material transport simulation in the complex geometry of neurons using isogeometric analysis (IGA)

nnds icon nnds

2D Truncated T-spline Neurodeveopmental Disorder Model with Dynamic Domain Expansion and Local Refinements

py_sldo icon py_sldo

A python testing suite for ideas relating to learning stable sparse learned differential operators from data

rdcnn icon rdcnn

Reaction diffusion system prediction based on convolutional neural network

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