Welcome to the MiraTitanHMFemulator documentation!

This package provides an emulator for the halo mass function (HMF) from the Mira-Titan Universe suite of cosmological N-body simulations.

Contents:

• Installation
  • Required packages
  • Installing and testing
• Tutorial
  • Initialize the emulator
  • Input cosmology
  • Call the emulator
  • Emulator uncertainty
  • Validation of input cosmology
  • Advanced stuff
  • That’s it!
• API
  • Emulator.__init__()
  • Emulator.predict()
  • Emulator.validate_params()
  • Emulator.predict_raw_emu()

Citation

Please cite our paper when you use the Mira-Titan HMF emulator:

@ARTICLE{Bocquet2020ApJ...901....5B,
         author = {{Bocquet}, Sebastian and {Heitmann}, Katrin and {Habib}, Salman and
                   {Lawrence}, Earl and {Uram}, Thomas and {Frontiere}, Nicholas and
                   {Pope}, Adrian and {Finkel}, Hal},
         title = "{The Mira-Titan Universe. III. Emulation of the Halo Mass Function}",
         journal = {\apj},
         keywords = {Large-scale structure of the universe, 902, Astrophysics - Cosmology and Nongalactic Astrophysics},
         year = 2020,
         month = sep,
         volume = {901},
         number = {1},
         eid = {5},
         pages = {5},
         doi = {10.3847/1538-4357/abac5c},
         archivePrefix = {arXiv},
         eprint = {2003.12116},
         primaryClass = {astro-ph.CO},
         adsurl = {https://ui.adsabs.harvard.edu/abs/2020ApJ...901....5B},
         adsnote = {Provided by the SAO/NASA Astrophysics Data System}}

Feedback, problems, questions

Please report issues on GitHub where the package is hosted.