Projects Archive
Some of my recent work at the intersection of physics, AI, and software engineering.
EGNN
Gauge-equivariant GNN simulations of lattice Standard Model field theory (SU(3)xSU(2)xU(1), Wilson-Dirac fermions, Higgs SSB).
Supervised Learning on Food Images
A <10M-parameter CNN classifying the 251 classes of the FoodX-251 dataset.
TFIM
Exploring Quantum Phase Transitions in the Transverse Field Ising Model on PennyLane.
Unsupervised Learning on Country Data
Unsupervised Learning on Country Data.
SIFT-BOVW
Scale-Invariant Feature Transform + Bag Of Visual Words.
Hopfield Network
Hopfield Network C++ implementation and application to image denoising.
PhotoNim
A CPU raytracer with BVH optimization based on kmeans clustering.
dim
Dimensional Analysis written in NIM.
NODE
Lagrangian and Hamiltonian Neural Ordinary Differential Equations (NODEs).
LMS
LMS - Lagrangian Mechanics Simulator.
ctda-cpp
Compile Time Dimensional Analysis - C++ types with dimensional awareness.
rad
Reverse mode Automatic Differentiation - efficient gradient computation and automatic differentiation capabilities on C++ and ctda types.