BinaryGFH-v2: Improved method to search for gravitational waves from sub-solar-mass, ultra-compact binaries using the Generalized Frequency-Hough Transform
Andrew L. Miller, Lorenzo Pierini

TL;DR
This paper introduces BinaryGFH-v2, an enhanced pattern-recognition method using the Generalized Frequency-Hough Transform to detect gravitational waves from sub-solar-mass, ultra-compact binaries, filling a previously unexplored mass gap.
Contribution
The paper develops BinaryGFH-v2, a modified pattern-recognition technique capable of detecting rapidly spinning-up binaries in a mass range previously inaccessible to gravitational-wave searches.
Findings
Method can detect sub-solar-mass, ultra-compact binaries.
Projected constraints on primordial black hole dark matter fraction.
Enhanced sensitivity over previous approaches.
Abstract
Observing gravitational waves from sub-solar-mass, inspiraling compact binaries would provide almost smoking-gun evidence for primordial black holes. Here, we develop a method to search for ultra-compact binaries with chirp masses ranging from . This mass range represents a previously unexplored gap in gravitational-wave searches for compact binaries: it was thought that the signals would too long for matched-filtering analyses but too short for time-frequency pattern-recognition techniques. Despite this, we show that a pattern-recognition technique, the Generalized frequency-Hough (GFH), can be employed with particular modifications that allow us to handle rapidly spinning-up binaries and to increase the statistical robustness of our method, and call this improved method BinaryGFH-v2. We then design a hypothetical search for binaries in this mass regime,…
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.
Taxonomy
TopicsPulsars and Gravitational Waves Research · Dark Matter and Cosmic Phenomena · Scientific Research and Discoveries
