Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX

Implementation of approximate free-energy minimization in PyTorch

📝 Code for the paper "Many-body quantum sign structures as non-glassy Ising models"

A demo to simulate 2D spin lattices with different shapes, boundary conditions, models and algorithms

Exhaustive search for the best Minimally Complex spin Model: "community detection" in binary data.

This program searches for the Best Basis representation for a chosen binary dataset

C++ library for analysis and simulations of networks

This program searches for the Best Basis representation for a chosen binary dataset

kitaev_clusters: Python package for Exact Diagonalization of the Kitaev honeycomb model. Efficient construction and diagonalization of extremely large sparse matrix Hamiltonians.

The following repository encompasses the codebase for my summer project focused on Quantum Monte Carlo, specifically implementing the Stochastic Series Expansion (SSE) algorithm.

Greedy search for the best Minimally Complex spin Model: "community detection" in binary data.