spin-models

There are 1 repository under spin-models topic.

mcbal / spin-model-transformers
Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX
artificial-intelligence associative-memory attention-mechanism deep-learning fixed-point-iteration hopfield-networks ising-spin-models mean-field-theory near-equilibrium-dynamics neural-networks non-equilibrium-dynamics partition-functions spin-glasses spin-models statistical-mechanics statistical-physics time-evolution transformers vector-spin-models
Language:Python 30
mcbal / afem
Implementation of approximate free-energy minimization in PyTorch
artificial-intelligence deep-learning transformers attention-mechanism partition-functions free-energy statistical-physics spin-models pytorch steepest-descent saddle-point ising-spin-models neural-networks boltzmann-machines hopfield-networks
Language:Python 15
clelidm / MinCompSpin_ExhaustiveSearch
Exhaustive search for the best Minimally Complex spin Model: "community detection" in binary data.
spin-models bayesian-inference high-order-interaction community-detection-algorithm binary-data-analysis
Language:C++ 3
annelien11 / 2D-spin-demo
A demo to simulate 2D spin lattices with different shapes, boundary conditions, models and algorithms
ferromagnetism ising-model-2d kosterlitz-thouless-transition lattice-models metropolis-monte-carlo phase-transitions potts-model spin-models wolff-algorithm xy-model triangular-gr
Language:Python 2
clelidm / MinCompSpin_BasisSearch64
This program searches for the Best Basis representation for a chosen binary dataset
bayesian-inference binary-data-analysis spin-models high-order-interactions
Language:C++ 2
twesterhout / annealing-sign-problem
📝 Code for the paper "Many-body quantum sign structures as non-glassy Ising models"
exact-diagonalization frustrated-magnets many-body-physics neural-network quantum-mechanics spin-models variational-monte-carlo
Language:Python 2
clelidm / MinCompSpin_BasisSearch128
This program searches for the Best Basis representation for a chosen binary dataset
bayesian-inference binary-data-analysis high-order-interactions spin-models maximum-entropy-models
Language:C++ 1
clelidm / MinCompSpin_Greedy
Greedy search for the best Minimally Complex spin Model: "community detection" in binary data.
bayesian-inference binary-data-analysis community-detection-algorithm high-order-interaction spin-models maximum-entropy-models
Language:C++ 1
OlegRS / GraphOS
C++ library for analysis and simulations of networks
random-graphs spin-models network-theory
Language:C++ 1
owenpb / kitaev_clusters
kitaev_clusters: Python package for Exact Diagonalization of the Kitaev honeycomb model. Efficient construction and diagonalization of extremely large sparse matrix Hamiltonians.
condensed-matter-physics exact-diagonalization kitaev-model spin-models statistical-mechanics
Language:Python 1
Adinath3006 / Quantum_Monte_Carlo
The following repository encompasses the codebase for my summer project focused on Quantum Monte Carlo, specifically implementing the Stochastic Series Expansion (SSE) algorithm.
monte-carlo-simulation quantum-mechanics spin-models
Language:Jupyter Notebook 0