Comparing readout strategies to directly detect dark matter
J. Billard (IPNL)

TL;DR
This paper compares various readout strategies for direct dark matter detection, demonstrating that directional detection significantly enhances sensitivity, especially in high-background scenarios, with 1D detection nearly as effective as 3D.
Contribution
It provides a comprehensive comparison of detection strategies, highlighting the advantages of directional detection and quantifying the impact of dimensional sensitivity and sense recognition.
Findings
Directional detection improves sensitivity by several orders of magnitude in high-background scenarios.
1D directional detection is about three times less effective than 3D detection with sense recognition.
Energy-only detection still offers notable improvements, especially when directional information is limited.
Abstract
Over the past decades, several ideas and technologies have been developed to directly detect WIMP from the galactic halo. All these detection strategies share the common goal of discriminating a WIMP signal from the residual backgrounds. By directly detecting WIMPs, one can measure some or all of the observables associated to each nuclear recoil candidates, such as their energy and direction. In this study, we compare and examine the discovery potentials of each readout strategies from counting only (bubble chambers) to directional detectors (Time Projection Chambers) with 1d-, 2d-, and 3d-sensitivity. Using a profile likelihood analysis, we show that, in the case of a large and irreducible background contamination characterized by an energy distribution similar to the expected WIMP signal, directional information can improve the sensitivity of the experiment by several orders of…
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.
