Harry Winston Sullivan

Harry Winston Sullivan

PhD Student and Total Swag Master

Sarupria Group, University of Minnesota

Hoepfner Group, University of Utah

Biography

I go by Winston or Win Lord or whatever you want to call me. If someone could explain to me how functional analysis, gaussian processes, quantum many body theory, or hell how to even tie my own shoes that would great. If you find something broken on this website or want to say im full of shit in one my projects email me.

Interests
  • Probabilistic Machine Learning
  • Gaussian Procceses
  • Molecular Dynamics Simulation
  • Statistical Mechanics
  • Mathematical Physics
Education

  • B.Sc. Major in Computational Physics and Minor in Computer Science, 2023

    University of Utah

  • Masters in Chemical Engineering, Incomplete, 2023 - 2024

    University of Utah

  • PhD in Chemical Engineering, 2024 - Present

    University of Minnesota

My Projects

Enter at your own risk…

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All Physics Machine Learning
Path Integral Molecular Dynamics Tutorial

Path Integral Molecular Dynamics Tutorial

A tutorial on the theory and implementation of quantum simulation of many body systems.

PDF
MNIST Variational Autoencoder

MNIST Variational Autoencoder

A simple variational autoencoder trained on MNIST. Theory and code included.

Clustering Algorithm Demo

Clustering Algorithm Demo

This was a class project I made for CS4964 Computational Geometry. It walks through the theory and code behind 4 popular clustering algorithms.

SOP For Performig BLR in Python

SOP For Performig BLR in Python

A standard operating procedure for performing Bayesian linear regresssion, in python, from scratch.

PDF
Functional Analysis Backing of Quantum Mechanics

Functional Analysis Backing of Quantum Mechanics

These are my typed notes on the mathematics of quantum mechanics. These follow the lectures by Frederic Schuller.

PDF
Varational Fluid Mechanics

Varational Fluid Mechanics

Some ramblings of mine while trying to study the principle of least action in terms of fluid mechanics.

PDF
A Gaussian Process Classifier Made From Scratch, in PyTorch

A Gaussian Process Classifier Made From Scratch, in PyTorch

This explains how to create a GP Classifier with all the theory and code in PyTorch

The Use Of DFT in Catalyst Development

The Use Of DFT in Catalyst Development

A paper for a course I did in catalyst development and characterization. The class was wholy untheoretical and utterly useless for any computational development. I scratched the itch by making this.

PDF Slides