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Repository of code used to generate code for SmoQyDEAC.jl's paper

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Package Documentation and Code

SmoQyDEAC.jl Documentation: Documentation for running SmoQyDEAC.jl

SmoQyDEAC.jl code: Code repository for SmoQyDEAC.jl

SmoQyDEAC.jl Paper Scripts

This is a repository of code used to generate plots for SmoQyDEAC.jl's paper arXiv:TBD. This is a reimplementation of the DEAC algorithm developed by Nathan S. Nichols, Paul Sokol, and Adrian Del Maestro arXiv:2201.04155.

Other software needed for these scripts:

  • ACFlow: Li Huang's Analytic Continuation package
  • SAC: Jeffrey Wang's implementation of Stochastic Analytic Continuation
  • SynthAC: Package to convert spectral functions to Matsubara space

For questions and comments regarding these scripts, please email James Neuhaus at [email protected].

Funding

This work was supported by the U.S. Department of Energy, Office of Science, Office of Basic Energy Sciences, under Award Number DE-SC0022311. N.S.N. was supported by the Argonne Leadership Computing Facility, which is a U.S. Department of Energy Office of Science User Facility operated under contract DE-AC02-06CH11357.

Comparison Plots

Our paper included a few representative cases for usage of SmoQyDEAC.jl. All 10 tested distributions are accounted for here, for completeness. See "1_MakeDistributions.jl" in comparisons subfolders for true distributions tested.

Additional Fermion Plots

Single Gaussian Single Lorentzian Double Gaussian Double Lorentzian Lorentzian and Gaussian Double Plateau Triple Peak 1 Triple Peak 2 Chaos Batman

Additional Boson (symmetric) Plots

Gaussian at 1.0 Gaussian at 0.1 Gaussian at 0.01 Lorentzian at 1.0 Double Gaussian 1 Double Gaussian 2 Gaussian and Singularity 1 Gaussian and Singularity 2 Chaos Chaos with Singularity

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Repository of code used to generate code for SmoQyDEAC.jl's paper

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