Ab initio nuclear response functions for dark matter searches
Daniel Gazda, Riccardo Catena, Christian Forss\'en

TL;DR
This paper develops an ab initio framework to compute nuclear response functions for dark matter scattering off helium isotopes, incorporating realistic interactions and uncertainty quantification, advancing the precision of dark matter detection models.
Contribution
It introduces a novel ab initio method for calculating nuclear response functions with uncertainty analysis, enhancing the accuracy of dark matter search predictions.
Findings
Rich structure of nuclear responses identified
Significant uncertainties found in spin-dependent interactions
Framework enables improved uncertainty quantification in dark matter detection
Abstract
We study the process of dark matter particles scattering off He with nuclear wave functions computed using an ab initio many-body framework. We employ realistic nuclear interactions from chiral effective field theory at next-to-next-to-leading order (NNLO) and develop an ab initio scheme to compute a general set of different nuclear response functions. In particular, we then perform an accompanying uncertainty quantification on these quantities and study error propagation to physical observables. We find a rich structure of allowed nuclear responses with significant uncertainties for certain spin-dependent interactions. The approach and results that are presented in this Paper establish a new framework for nuclear structure calculations and uncertainty quantification in the context of direct and (certain) indirect searches for dark matter.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
