Lattice Gas, Hopfield Networks and Transformer Attention I study a lattice gas in the grand canonical ensemble, a project from my PhD, and show how it connects to transformer models through Hopfield networks. Dendrite Networks A cellular automaton model simulating dendritic growth with parallelized diffusion. Brownian Stocks A fun weekend project where I modeled stock prices using Langevin Dynamics.