Cavity, lumped-circuit, and spin-based detection of axion dark matter: differences and similarities

TL;DR

This review compares various haloscope methods for detecting axion dark matter, highlighting their principles, noise characteristics, and strategies to optimize sensitivity across different mass ranges.

Contribution

It provides a unified framework for understanding and comparing cavity, lumped-element, and spin-based axion detection techniques, guiding future experimental design.

Findings

Systematic comparison of haloscope detection methods.

Clarification of signal and noise properties across techniques.

Guidance for optimizing future axion search experiments.

Abstract

Axions and axion-like particles are compelling candidates for ultralight bosonic dark matter, forming coherent oscillating fields that can be probed by experiments known as haloscopes. A broad range of haloscope concepts has been developed, including resonant cavity haloscopes, lumped-element circuit detectors, and spin-based experiments, each sensitive to different axion couplings and mass ranges. Rather than attempting an exhaustive survey of all existing approaches, this comparative review provides a unified framework for the major haloscope classes, establishing a common language for the descriptions of signal generation, noise properties, data analysis, and scanning strategies. Key properties of ultralight bosonic dark matter relevant for detection are summarized first, including coherence time, spectral linewidth, and stochasticity under the standard halo model. The discussion then compares cavity, Earth-scale, lumped-element, and spin haloscopes, focusing on expected signal shapes, dominant noise sources, and statistical frameworks for axion searches. Particular emphasis is placed on consistent definitions of signal-to-noise ratio and on how detector bandwidth, axion coherence, and noise characteristics determine optimal scan strategies. By systematically comparing operating principles and performance metrics across these detector families, this framework clarifies shared concepts as well as the essential differences that govern sensitivity in different mass and coupling regimes. The resulting perspective synthesizes current search methodologies and offers guidance for optimizing future haloscope experiments.