ndexter
Assistant Professor, Department of Scientific Computing
Florida State UniversityTallahassee, FL, USA
Pinned Repositories
CS4ML
This is a repository for CS4ML. It is a general framework for active learning in regression problems. It approximates a target function arising from general types of data, rather than pointwise samples.
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
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
A repository of jupyter hub tutorials for the PIMS CRG Summer School: "Deep Learning for Computational Mathematics."
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
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
GroupTesting
This is a repository where we keep the code and the results of our experiments on group testing via CS
ndexter's Repositories
ndexter/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
ndexter/DLforCompMath
A repository of jupyter hub tutorials for the PIMS CRG Summer School: "Deep Learning for Computational Mathematics."
ndexter/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++.
ndexter/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.
ndexter/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.