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All Projects → PhilipVinc → NeuralQuantum.jl

PhilipVinc / NeuralQuantum.jl

Licence: MIT license
Neural-Network representation of Quantum Systems

Programming Languages

julia
2034 projects
shell
77523 projects

Labels

machine-learningneural-networkquantumquantum-opticsquantum-monte-carloquantum-statesteady-states

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NeuralQuantum

Build Status DOI

NeuralQuantum is a numerical framework written in Julia to investigate Neural-Network representations of mixed quantum states and to find the Steady- State of dissipative Quantum Systems with variational Montecarlo schemes. It can also compute the ground state of hermitian hamiltonians.

This code has been developed while working on Variational neural network ansatz for steady states in open quantum systems, by F. Vicentini et al. Phys Rev Lett 122, 250503 (2019).

Installation

To Install NeuralQuantum.jl, run the following commands to install it's dependcy. Please note that we require julia >= 1.3, and relatively recent versions of several packages.

using Pkg
pkg"add https://github.com/PhilipVinc/NeuralQuantum.jl"

Alternatively you may activate the project included in the manifest that comes with NeuralQuantum.

Examples

Check the folder Examples/ for a few interesting examples.

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