Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿🔬
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Apr 3, 2024 - Python
Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿🔬
paper lists and information on mean-field theory of deep learning
Python library to compute different properties of quantum tight binding models in a lattice
Implementation of deep implicit attention in PyTorch
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.
Package to perform tight binding calculation in tight binding models, with a friendly user interface
Python library to compute different properties of tight binding models
Sample code for the NIPS paper "Scalable Variational Inference for Dynamical Systems"
Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX
Hartree-Fock-Bogoliubov solver for a generic interacting fermion Hamiltonian
Automatic Differentiation Mean Field Approach
Computational statistical mechanics of field-responsive polymer chains
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.
Mean field methods in the context of continuum mechanics with special focus on orientation averaging homogenization
Package for solving generalized BdG mean field theory of interacting systems.
Here I implemented a simulation to predict the outcome of the FIFA Men's World Cup 2022.
Mean field theory and cavity method implementation.
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.
Implementation of Variational Mean Field Inference for dense Conditional Random Fields.
This repo provide numerical result of Caroli-de Gennes-Matricon(CdGM) mode and pair potential of an isolated quantum vortex in the two-dimensional superconductor .
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