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SMART (Spectral energy distributions Markov chain Analysis with Radiative Transfer models) is an open-source tool that implements a Bayesian Markov chain Monte Carlo (MCMC) method to fit the ultraviolet to millimetre spectral energy distributions (SEDs) of galaxies exclusively with radiative transfer models.

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SMART (Spectral energy distributions Markov chain Analysis with Radiative Transfer models) is a publicly available open-source spectral energy distribution (SED) fitting code. Implementing a Bayesian Markov chain Monte Carlo (MCMC) method, SMART fits the ultraviolet to millimetre SEDs of galaxies exclusively with radiative transfer models that currently constitute four types of pre-computed libraries, which describe the starburst, active galactic nucleus (AGN) torus, host galaxy and polar dust components. SMART promises to be a useful tool for studying galaxy evolution in the JWST era. The code is developed in PYTHON 3.10 (Anaconda package).

To start using SMART, please select your operating system below and then download () the folder and extract its contents.

               




SMART cite ascl manual license Mail Badge


Documentation

To learn how to run SMART and for a helpful user guide, please read the manual.


Having issues?

If you are experiencing any problems using SMART, do not hesitate to contact us at varnava.haris@gmail.com or a.efstathiou@euc.ac.cy.


Attribution

If you find this tool useful in your research, please cite Varnava & Efstathiou (2024a) and Varnava & Efstathiou (2024b).

The BibTeX entry for the paper is:

@article{2024MNRAS.tmp.1161V,
   author = {{Varnava}, C. and {Efstathiou}, A.},
    title = {SMART: Spectral energy distributions Markov chain Analysis with Radiative Transfer models},
  journal = {MNRAS},
     year = 2024,
   volume = 531,
    pages = {2304–2329},
   eprint = {2405.18130},
      doi = {10.1093/mnras/stae1141}
}

The BibTeX entry for the code is:

@software{2024ascl.soft06003V,
   author = {{Varnava}, Charalambia and {Efstathiou}, Andreas},
    title = "{SMART: Spectral energy distribution (SED) fitter}",
  howpublished = {Astrophysics Source Code Library, record ascl:2406.003},
     year = 2024,
   eid = {ascl:2406.003},
}

Presentation

To learn more about SMART, you can read a useful presentation.


License

Copyright (c) 2024 Charalambia Varnava

SMART is a free tool made available under the terms of the MIT LICENSE.

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SMART (Spectral energy distributions Markov chain Analysis with Radiative Transfer models) is an open-source tool that implements a Bayesian Markov chain Monte Carlo (MCMC) method to fit the ultraviolet to millimetre spectral energy distributions (SEDs) of galaxies exclusively with radiative transfer models.

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