Projects
I have completed many projects over the years! The following are the ones I’m the most proud of and feel are the ones I should display. My current projects include:
* Dust-mass inference at high-\(z\) using simulations and inference tools like AREPO, Powderday, and Prospector.
* Tacit-knowledge barrier dismantling through notebooks and literature sessions through PHYSDepot.
Interactive 2D Ising Model Simulation
An interactive, real-time web application dashboard simulating the 2D Ising model. Continue reading Interactive 2D Ising Model Simulation
Kármán Vortex Street LBM
CUDA GPU CFD implementation of the Lattice Boltzmann Method for the Kármán Vortex Street. Continue reading Kármán Vortex Street LBM
Modeling the Stellar "Dead Zone"
Numerical MHD Athena++ simulations and analytical comparisons of the Y-point radius of isothermal winds. Continue reading Modeling the Stellar "Dead Zone"
Jet Engine Fault Detection
Generalized unsupervised LSTM autoencoder for jet engine fault detection. Continue reading Jet Engine Fault Detection
CURE: Traceback of IC4665 Cluster
Crude traceback of the IC4665 cluster with in-notebook HTML animations in Python. Continue reading CURE: Traceback of IC4665 Cluster
Kapitza Pendulum Analysis
Analytical and numerical analysis of a Kapitza pendulum system in Python and Manim. Continue reading Kapitza Pendulum Analysis
MHN Regression for the ISS 🥉
Multi-headed network built on MobileNetV3Small to regress ISS docking port location, with STL visualization. Continue reading MHN Regression for the ISS 🥉
Dementia Classification AI
Using stacked 3D MRI tensors to train a GPU-accelerated functional 3D CNN model for dementia classification. Continue reading Dementia Classification AI
Automated Graphene Clustering
Graphene sample identification through binary CNN and unsupervised clustering of graphene layers on a substrate. Continue reading Automated Graphene Clustering
Chocolate
Custom-implemented behavior and additions to Minecraft via FabricAPI, TerraBlender, and Gradle. Continue reading Chocolate
Hemoglobin Cooperativity
Parameter fitting and Monte Carlo simulations of varying hemoglobin cooperativity models. Continue reading Hemoglobin Cooperativity
PandoraPvP
Optimizied Spigot plugins for a designated modded public Minecraft server. Continue reading PandoraPvP
