Projects

Varational Fluid Mechanics
Some ramblings of mine while trying to study the principle of least action in terms of fluid mechanics.
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Varational Fluid Mechanics
Path Integral Molecular Dynamics Tutorial
A tutorial on the theory and implementation of quantum simulation of many body systems.
PDF
Path Integral Molecular Dynamics Tutorial
MNIST Variational Autoencoder
A simple variational autoencoder trained on MNIST. Theory and code included.
MNIST Variational Autoencoder
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.
Clustering Algorithm Demo
SOP For Performig BLR in Python
A standard operating procedure for performing Bayesian linear regresssion, in python, from scratch.
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SOP For Performig BLR in Python
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
A Gaussian Process Classifier Made From Scratch, in PyTorch
Functional Analysis Backing of Quantum Mechanics
These are my typed notes on the mathematics of quantum mechanics. These follow the lectures by Frederic Schuller.
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Functional Analysis Backing of Quantum Mechanics
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
The Use Of DFT in Catalyst Development