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https://github.com/syasini/cosmoboost

A pure python package for Lorentz boosting the cosmos!
https://github.com/syasini/cosmoboost

aberration cmb cosmic-microwave-background doppler spherical-harmonics

Last synced: 20 days ago
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A pure python package for Lorentz boosting the cosmos!

Host: GitHub
URL: https://github.com/syasini/cosmoboost
Owner: syasini
License: mit
Created: 2019-08-11T19:42:22.000Z (over 5 years ago)
Default Branch: master
Last Pushed: 2020-09-25T00:01:52.000Z (over 4 years ago)
Last Synced: 2025-01-17T19:49:47.506Z (24 days ago)
Topics: aberration, cmb, cosmic-microwave-background, doppler, spherical-harmonics
Language: Jupyter Notebook
Homepage:
Size: 4.12 MB
Stars: 2
Watchers: 3
Forks: 2
Open Issues: 1
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        # CosmoBoost

[![author](https://img.shields.io/badge/author-syasini-red)](https://github.com/syasini)

[![MIT license](http://img.shields.io/badge/license-MIT-blue.svg)](http://opensource.org/licenses/MIT)

[![stable](https://img.shields.io/badge/stable-v1.1-green)](https://github.com/syasini/CosmoBoost)

[![DOI](https://zenodo.org/badge/201807898.svg)](https://zenodo.org/badge/latestdoi/201807898)

[![email](https://img.shields.io/badge/email-yasini%40usc.edu-lightgrey)](mailto:[email protected])

CosmoBoost is a python package for Lorentz boosting anisotropic temperature and polarization maps in healpix format. The calculations are done in spherical harmonic space based on the *relativistic Doppler and aberration kernel formalism* developed in [Yasini & Pierpaoli (2017)](https://journals.aps.org/prd/abstract/10.1103/PhysRevD.96.103502) and [Dai & Chluba (2014)](https://journals.aps.org/prd/abstract/10.1103/PhysRevD.89.123504), following up on the original idea by [Challinor & van Leeuwen (2002)](https://journals.aps.org/prd/abstract/10.1103/PhysRevD.65.103001).

Currently the supported radiation types are:

- Cosmic Microwave Background (CMB)

- Kinetic Sunyaev Zeldovich (kSZ)

- Thermal Sunyaev Zeldovich (tSZ)

See the `tutorial.ipynb` notebook for an overview of the features through a set of examples.  

# Dependencies

- python 3 [![stable](https://img.shields.io/badge/tested%20on-v3.6-brightgreen)](https://www.python.org/downloads/release/python-360/)

- numpy [![stable](https://img.shields.io/badge/tested%20on-v1.16.4-brightgreen)](https://pypi.org/project/numpy/1.16.4/)

- scipy [![stable](https://img.shields.io/badge/tested%20on-v1.2.1-brightgreen)](https://pypi.org/project/scipy/1.2.1/)

- healpy[![stable](https://img.shields.io/badge/tested%20on-v1.12.9-brightgreen)](https://pypi.org/project/healpy/)(needed for running the tutorial)

# Installation

You can install CosmoBoost from pypi using 

`pip install cosmoboost`

Alternatively, you can clone the repository by running 

`git clone https://github.com/syasini/CosmoBoost.git` 

then move to the CosmoBoost directory 

` cd CosmoBoost` 

and run 

`python setup.py install --user` 

or use pip

`pip install [-e] .`

the `-e` argument will install the package in editable mode which is suitable for developement. If you want to modify the code use this option. 

# Example Session

CosmoBoost has a simple and user friendly interface. Simply import the package using

`import cosmoboost as cb`

Then load the default boosting parameters dictionary (`beta = 0.00123`, `d=1`, `s=0`, `lmax= 1000`, etc.)

`pars = cb.DEFAULT_PARS`

Instantiate the kernel object

`kernel = cb.Kernel(pars)`

Now simply boost a set of alm's (recommended) using

`alm_boosted = cb.boost_alm(alm_rest, kernel)`

or boost the power spectrum Cl directly

`Cl_boosted = cb.boost_Cl(Cl_rest, kernel)`

See the tutorial for a comprehensive example. 

# Acknowledgement

If you find the contents of this repository useful for your research, please consider citing the following papers:

 ```

  @article{Yasini:2017jqg,

      author         = "Yasini, Siavash and Pierpaoli, Elena",

      title          = "{Generalized Doppler and aberration kernel for

                        frequency-dependent cosmological observables}",

      journal        = "Phys. Rev.",

      volume         = "D96",

      year           = "2017",

      number         = "10",

      pages          = "103502",

      doi            = "10.1103/PhysRevD.96.103502",

      eprint         = "1709.08298",

      archivePrefix  = "arXiv",

      primaryClass   = "astro-ph.CO",

      SLACcitation   = "%%CITATION = ARXIV:1709.08298;%%"

  }

```

```

@article{Dai:2014swa,

      author         = "Dai, Liang and Chluba, Jens",

      title          = "{New operator approach to the CMB aberration kernels in

                        harmonic space}",

      journal        = "Phys. Rev.",

      volume         = "D89",

      year           = "2014",

      number         = "12",

      pages          = "123504",

      doi            = "10.1103/PhysRevD.89.123504",

      eprint         = "1403.6117",

      archivePrefix  = "arXiv",

      primaryClass   = "astro-ph.CO",

      SLACcitation   = "%%CITATION = ARXIV:1403.6117;%%"

}

```

The bibtex entries are copied from `inspirehep.net`.