TY  - JOUR
PB  - SciPost Foundation
DO  - 10.21468/SciPostPhysCodeb.39
TI  - SmoQyDEAC.jl: A differential evolution package for the analytic continuation of imaginary time correlation functions
PY  - 2024/11/12
UR  - https://scipost.org/SciPostPhysCodeb.39
JF  - SciPost Physics Codebases
JA  - SciPost Phys. Codebases
SP  - 39
A1  - Neuhaus, James
AU  - Nichols, Nathan S.
AU  - Banerjee, Debshikha
AU  - Cohen-Stead, Benjamin
AU  - Maier, Thomas
AU  - Del Maestro, Adrian
AU  - Johnston, Steven
AB  - We introduce the SmoQyDEAC.jl package, a Julia implementation of the Differential Evolution Analytic Continuation (DEAC) algorithm [N. S. Nichols et al., Phys. Rev. E 106, 025312 (2022)] for analytically continuing noisy imaginary time correlation functions to the real frequency axis. Our implementation supports fermionic and bosonic correlation functions on either the imaginary time or Matsubara frequency axes, and treatment of the covariance error in the input data. This paper presents an overview of the DEAC algorithm and the features implemented in the SmoQyDEAC.jl package. It also provides detailed benchmarks of the package's output against the popular maximum entropy and stochastic analytic continuation methods. The code for this package can be downloaded from our GitHub repository at https://github.com/SmoQySuite/SmoQyDEAC.jl or installed using the Julia package manager. The online documentation, including examples, can be accessed at https://smoqysuite.github.io/SmoQyDEAC.jl/stable/.
ER  -

@Article{10.21468/SciPostPhysCodeb.39,
	title={{SmoQyDEAC.jl: A differential evolution package for the analytic continuation of imaginary time correlation functions}},
	author={James Neuhaus and Nathan S. Nichols and Debshikha Banerjee and Benjamin Cohen-Stead and Thomas A. Maier and Adrian Del Maestro and Steven Johnston},
	journal={SciPost Phys. Codebases},
	pages={39},
	year={2024},
	publisher={SciPost},
	doi={10.21468/SciPostPhysCodeb.39},
	url={https://scipost.org/10.21468/SciPostPhysCodeb.39},
}

@Article{10.21468/SciPostPhysCodeb.39-r1.1,
	title={{Codebase release r1.1 for SmoQyDEAC.jl}},
	author={James Neuhaus and Nathan S. Nichols and Debshikha Banerjee and Benjamin Cohen-Stead and Thomas A. Maier and Adrian Del Maestro and Steven Johnston},
	journal={SciPost Phys. Codebases},
	pages={39-r1.1},
	year={2024},
	publisher={SciPost},
	doi={10.21468/SciPostPhysCodeb.39-r1.1},
	url={https://scipost.org/10.21468/SciPostPhysCodeb.39-r1.1},
}