spin-models

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

Implementation of approximate free-energy minimization in PyTorch

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

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

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

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

Illuminating quantum behavior from computing

C++ library for analysis and simulations of networks

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

Python package for Model selection among Minimally Complex spin Model (MCM) for discrete data.

This program performs model selection among minimally complex models for discrete data

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

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

Ising Spin Model Fitting on GPU using thrml and jax

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

VibeSpin is a Python framework for simulating and analyzing 2D lattice spin systems (Ising, XY, and q-state Clock models) with Numba-accelerated Monte Carlo dynamics, correlation/structure diagnostics, and reproducible benchmarking workflows.