Published August 10, 2025 | Version Published
Journal Article Open

A Hydrodynamical Simulations-based Model that Connects the FRB DM–Redshift Relation to Suppression of the Matter Power Spectrum via Feedback

  • 1. ROR icon California Institute of Technology
  • 2. ROR icon University of Arizona
  • 3. ROR icon University of Bonn
  • 4. ROR icon Harvard-Smithsonian Center for Astrophysics

Abstract

Understanding the impact of baryonic feedback on the small-scale (k ≳ 1 h Mpc−1) matter power spectrum is a key astrophysical challenge, and essential for interpreting data from upcoming weak-lensing surveys, which require percent-level accuracy to fully harness their potential. Astrophysical probes, such as the kinematic and thermal Sunyaev–Zel'dovich effects, have been used to constrain feedback at large scales (k ≲ 5 h Mpc−1). The sightline-to-sightline variance in the fast radio bursts (FRBs) dispersion measure (DM) correlates with the strength of baryonic feedback and offers unique sensitivity at scales up to k ∼ 10 h Mpc−1. We develop a new simulation-based formalism in which we parameterize the distribution of DM at a given redshift, p(DM∣z), as a log-normal with its first two moments computed analytically in terms of cosmological parameters and the feedback-dependent electron power spectrum P ee(k, z). We find that the log-normal parameterization provides an improved description of the p(DM∣z) distribution observed in hydrodynamical simulations as compared to the standard F-parameterization. Our model robustly captures the baryonic feedback effects across a wide range of baryonic feedback prescriptions in hydrodynamical simulations, including IllustrisTNG, SIMBA, and Astrid. Leveraging simulations incorporates the redshift evolution of the DM variance by construction and facilitates the translation of constrained feedback parameters to the suppression of matter power spectrum relative to gravity-only simulations. We show that with 104 FRBs, the suppression can be constrained to percent-level precision at large scales and ∼10% precision at scales k ≳ 10 h Mpc−1 with prior-to-posterior 1σ constraint width ratio ≳20.

Copyright and License

© 2025. The Author(s). Published by the American Astronomical Society. Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.

Acknowledgement

We thank Matthew McQuinn for the comments on the manuscript. K.S. thanks Matthew McQuinn, Dhayaa Anbajagane, Volker Springel, Clancy James, Xavier Prochaska, Daohong Gao, Zijian Zhang, and Tilman Tröster for insightful conversations that have helped shape this paper.

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Dates

Available
2025-08-06
Published online

Caltech Custom Metadata

Caltech groups
Astronomy Department, Division of Physics, Mathematics and Astronomy (PMA)
Publication Status
Published