mean-field-theory
There are 37 repositories under mean-field-theory topic.
neurolib-dev/neurolib
Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿🔬
joselado/pyqula
Python library to compute properties of quantum tight binding models, including topological, electronic and magnetic properties and including the effect of many-body interactions.
fwcore/mean-field-theory-deep-learning
paper lists and information on mean-field theory of deep learning
joselado/quantum-lattice
User-friendly open-source software to design and solve tight-binding models, addressing electronic properties, topology, interactions, non-collinear magnetism, and unconventional superconductivity, among others.
mcbal/deep-implicit-attention
Implementation of deep implicit attention in PyTorch
joselado/quantum-honeycomp
Package to perform tight binding calculation in tight binding models, with a friendly user interface
mcbal/spin-model-transformers
Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX
joselado/pygra
Python library to compute different properties of tight binding models
ngorbach/Variational_Gradient_Matching_for_Dynamical_Systems
Sample code for the NIPS paper "Scalable Variational Inference for Dynamical Systems"
kyungminlee/HartreeFockBogoliubov.jl
Hartree-Fock-Bogoliubov solver for a generic interacting fermion Hamiltonian
Anjishnubose/MeanFieldToolkit.jl
Package for solving generalized BdG mean field theory of interacting systems.
refraction-ray/admf
Automatic Differentiation Mean Field Approach
grasingerm/polymer-stats
Computational statistical mechanics of field-responsive polymer chains
JulianKarlBauer/mechmean
Mean field methods in the context of continuum mechanics with special focus on orientation averaging homogenization
mark-antal-csizmadia/variational-inference-gmm
Coordinate ascent mean-field variational inference (CAVI) using the evidence lower bound (ELBO) to iteratively perform the optimal variational factor distribution parameter updates for clustering.
muxitox/Dynamical-MF-Self-Attention
This repository contains the code to reproduce the experiments performed in the Dynamical Mean-Field Theory of Self-Attention Neural Networks article.
gdesousa2/Soccer-World-Cup-2022-Simulation
Here I implemented a simulation to predict the outcome of the FIFA Men's World Cup 2022.
tifaniwarnita/ising-spin-model
Mean field theory and cavity method implementation.
vrettasm/MeanFieldVarGP
Mean field variational Gaussian process algorithm. This repository contains a python3 implementation of the variational mean field algorithm as described in the paper: Physical Review E. vol. 91, 2015, 012148.
Adriano-7/mean-field-marl
Implementation of Mean Field Multi-Agent Reinforcement Learning (MF-MARL), featuring MF-Q and MF-AC algorithms for scalable learning in multi-agent environments like the Ising Model and Battle Game.
beddalumia/KMHproject
A collection of programs and scripts to solve and analyze the Kane-Mele-Hubbard model in a variety of (dynamical) mean-field settings
bineet-dash/hartree-fock-NFE-bands
Hartree Fock corrections to nearly free electron Bloch bands
JackHunt/2DMeanField
Implementation of Variational Mean Field Inference for dense Conditional Random Fields.
PrimerLi/cdw
A C++ program for solving the mean field equation in Holstein model and periodic Anderson model with Holstein phonons, with phonon displacement as the order parameter.
riccardodesanti/learning-theory
Projects of the Statistical Learning Theory class at ETH Zurich
ShuN6211/sc-vortex-2d
This repo provide numerical result of Caroli-de Gennes-Matricon(CdGM) mode and pair potential of an isolated quantum vortex in a two-dimensional superconductor .
bineet-dash/hubbard-model-mean-field
Path integral based Auxiliary field Monte-Carlo results for Fermionic Hubbard model using HF decoupling
daveh19/MFNetwork
Numerical integration of mean-field equations for large-scale leaky integrate-and-fire neuronal network simulations incorporating synaptic plasticity via Graupner Brunel model. Includes support for a memory-induction stim-pop.
IreneFerri/alpha3states
3 states magnetic model
Maleniski/SemiMarkov-MeanField
Dashboard documentation for the simulating the evolution of object proportions under a mean field approach.
mark-antal-csizmadia/variational-inference
Factorized variational approximation using a univariate Gaussian distribution over a single variable x.
vpyykkonen/negf-transport-solver
Transport solver for a two-terminal superconducting junction for probing a tight-binding mean-field structure
DelSquared/Ising-Model
description coming soon
gerritgr/LumPy
Model Reduction of the Approximate Master Equation for Epidemic Processes on Complex Networks
incoder-mru/SI_1I_2SD-with-Duty-Cycles-in-Wireless-Sensor-Networks
A bi-virus epidemic model for networks with duty-cycled wireless sensors
rcoteru/rlif-ising
Ising model for a network of refractive leaky integrate-and-fire (LIF) neurons