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MagicTensors.jl

🚧 This package is currently under construction! 🚧

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A Julia package for the classical simulation of quantum systems using a hybrid method that combines tensor networks with the stabilizer formalism.

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Resource Link
Github: https://github.com/MagicTensors/MagicTensors.jl
Documentation: https://magictensors.github.io/MagicTensors.jl

Quickstart

DMRG - Cluster State

H = − X₁ Z₂ − ∑ᵢ Zᵢ₋₁ Xᵢ Zᵢ₊₁ − Zₙ₋₁ Xₙ

using Pkg
Pkg.add(url="https://github.com/MagicTensors/MagicTensors.jl")
using MagicTensors

# -- Parameters ----------------------------------------------------------------------------
n = 5 # system size

# -- 1D Cluster State Hamiltonian ----------------------------------------------------------
H = QubitPauliSum(n) 
push!(H, QubitPauli"XZ", [1,2], -1)
for i in 2:n-1
    push!(H, QubitPauli"ZXZ", [i-1,i,i+1], -1)
end
push!(H, QubitPauli"ZX", [n-1,n], -1)
@show H
    # H = QubitPauliSum{ComplexF64, Vector{UInt64}} on 5 sites, with 5 terms:
    # (-1.000000e+00 +0.000000e+00im) + _ZXZ_
    # (-1.000000e+00 +0.000000e+00im) + __ZXZ
    # (-1.000000e+00 +0.000000e+00im) + ZXZ__
    # (-1.000000e+00 +0.000000e+00im) + ___ZX
    # (-1.000000e+00 +0.000000e+00im) + XZ___

# -- Clifford Aumented MPS - DMRG ----------------------------------------------------------
camps = QubitCAMPS(n)
energyCAMPS, _ = dmrg!(camps, H; nsweeps=1, cutoff=1e-12, outputlevel=0)
@show energyCAMPS
    # energyCAMPS = -5.0
@show camps
    # camps = QubitCAMPS, |ψ⟩ = C |MPS⟩, with
    #   |MPS⟩ with bond dimensions:
    #     [1, 1, 1, 1]
    #   C†:
    #     QubitCliffordUnitary acting on 5 qubits:
    #     X₁ ⟼ + ZX___
    #     X₂ ⟼ + XZX__
    #     X₃ ⟼ + _XZX_
    #     X₄ ⟼ + __XZZ
    #     X₅ ⟼ + ___XX
    #     Z₁ ⟼ + X____
    #     Z₂ ⟼ + _X___
    #     Z₃ ⟼ + __X__
    #     Z₄ ⟼ + ___X_
    #     Z₅ ⟼ + ____Z
@show expectation(camps, QubitPauli"-YXXXY")
    # expectation(camps, QubitPauli"-YXXXY") = 0.9999999999999997 + 0.0im

References

  1. Fishman et al, arXiv:2007.14822

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A Julia package augmenting tensor network methods with the stabilizer formalism.

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