Simultaneous modelling of matter power spectrum and bispectrum in the presence of baryons
Abstract
We demonstrate that baryonification algorithms, which displace particles in gravity-only simulations according to physically motivated prescriptions, can simultaneously capture the impact of baryonic physics on the two and three-point statistics of matter. Specifically, we show that our implementation of a baryonification algorithm jointly fits the changes induced by baryons on the power spectrum and equilateral bispectrum on scales up to $k = 5\rm h\, {\rm Mpc}^{-1}$ and redshifts 0 ≤ z ≤ 2, as measured in six different cosmological hydrodynamical simulations. The accuracy of our fits is typically $\sim 1{{\ \rm per\ cent}}$ for the power spectrum, and for the equilateral and squeezed bispectra, which somewhat degrades to $\sim 3{{\ \rm per\ cent}}$ for simulations with extreme feedback prescriptions. Our results support the physical assumptions underlying baryonification approaches and encourage their use in interpreting weak gravitational lensing and other cosmological observables.
- Publication:
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Monthly Notices of the Royal Astronomical Society
- Pub Date:
- May 2021
- DOI:
- arXiv:
- arXiv:2009.14225
- Bibcode:
- 2021MNRAS.503.3596A
- Keywords:
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- cosmological parameters;
- cosmology: theory;
- large-scale structure of Universe;
- Astrophysics - Cosmology and Nongalactic Astrophysics;
- Astrophysics - Astrophysics of Galaxies
- E-Print:
- 14 pages, 15 figures. To be submitted to MNRAS. Comments are welcome