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Nick Dexter's Projects

aeolotopic-monte-carlo-simulation icon aeolotopic-monte-carlo-simulation

This Monte Carlo simulation of globular eye lens proteins was developed as part of a 2 year long research project at RIT. It is written in mostly C, but requires the GSL C++ library, so must be compiled with g++.

bayesian-neutron-scattering-data-fitting-prototype icon bayesian-neutron-scattering-data-fitting-prototype

This prototype was designed to be run on TeraGrid resources on the Neutron Science Portal. Additional hooks were developed to create a UI in Rappture, but those are not provided with this repo. The program accepts parameterizations for Gaussians, Lorentzians, polynomials of arbitrary degree, and continuously varying background.

dlforcompmath icon dlforcompmath

A repository of jupyter hub tutorials for the PIMS CRG Summer School: "Deep Learning for Computational Mathematics."

hybrid-continuous-discrete-cell-migration-model icon hybrid-continuous-discrete-cell-migration-model

This project combines a Discrete Event System and a continuous solution to the diffusion PDE to model cell migration in response to biochemical diffusion. The products of this work resulted in a published abstract in the 2009 First Annual Biomedical Science and Engineering Conference at ORNL.

mlfa icon mlfa

Machine Learning Function Approximation: This code implements the fully-connected Deep Neural Network (DNN) architectures considered in the paper "The gap between theory and practice in function approximation with deep neural networks" available at https://arxiv.org/abs/2001.07523

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