Papers
Topics
Authors
Recent
Assistant
AI Research Assistant
Well-researched responses based on relevant abstracts and paper content.
Custom Instructions Pro
Preferences or requirements that you'd like Emergent Mind to consider when generating responses.
Gemini 2.5 Flash
Gemini 2.5 Flash 134 tok/s
Gemini 2.5 Pro 49 tok/s Pro
GPT-5 Medium 28 tok/s Pro
GPT-5 High 24 tok/s Pro
GPT-4o 65 tok/s Pro
Kimi K2 186 tok/s Pro
GPT OSS 120B 439 tok/s Pro
Claude Sonnet 4.5 33 tok/s Pro
2000 character limit reached

Constraints on the fuzzy dark matter mass window from high-redshift observables (2407.19549v2)

Published 28 Jul 2024 in astro-ph.CO and hep-ph

Abstract: We use a combination of high-redshift observables to extract the strongest constraints to date on the fraction of axion fuzzy dark matter (FDM) in the mass window $10{-26}\,\mathrm{eV}!\lesssim! m_\mathrm{FDM}!\lesssim!10{-23}\,\mathrm{eV}$. These observables include ultraviolet luminosity functions (UVLFs) at redshifts $4-10$ measured by the Hubble Space Telescope, a constraint on the neutral hydrogen fraction from high-redshift quasar spectroscopy, the cosmic microwave background optical depth to reionization measurement from Planck and upper bounds on the 21cm power spectrum from HERA. In order to calculate these signals for FDM cosmology, we use the 21cmFirstCLASS code to interface between AxiCLASS and 21cmFAST and consistently account for the full cosmic history from recombination to reionization. To facilitate a full Bayesian likelihood analysis, we developed a machine-learning based pipeline, which is both accurate, and enables a swift statistical inference, orders of magnitude faster than a brute force approach. We find that FDM of mass $m_\mathrm{FDM} != !10{-23} \, \mathrm{eV}$ is bound to less than $16\%$ of the total dark matter, where the constrains strengthen towards smaller masses, reaching down to $1\%$ for $m_\mathrm{FDM}! =! 10{-26} \, \mathrm{eV}$, both at $95\%$ confidence level. In addition, we forecast that a future detection of the 21cm power spectrum with HERA will lower the upper bound at $m_\mathrm{FDM}! =! 10{-23} \, \mathrm{eV}$ to $\lesssim!1\%$.

Citations (1)

Summary

We haven't generated a summary for this paper yet.

Dice Question Streamline Icon: https://streamlinehq.com

Open Problems

We haven't generated a list of open problems mentioned in this paper yet.

Lightbulb Streamline Icon: https://streamlinehq.com

Continue Learning

We haven't generated follow-up questions for this paper yet.

List To Do Tasks Checklist Streamline Icon: https://streamlinehq.com

Collections

Sign up for free to add this paper to one or more collections.