most citedIdentification of Strongly Lensed Gravitational Wave Events Using Squeeze-and-Excitation Multilayer Perceptron Data-efficient Image Transformer

3 citations · 6 across the 8 of their papers we have counts for

collaborators

10 papers

astro-ph.CO2026

Gravitational-Wave Image Multiplicity as a Topological Probe of Dark-Matter Core Collapse

Tonghua Liu, Kai Liao, Marek Biesiada +1

Dark-matter self-interactions can drive subhalos through gravothermal core collapse, but conventional lensing observables vary continuously with uncertain inner profiles. We show t…

astro-ph.CO2026

Probing Dark Matter Substructure with Wave-Optics Distortions of Strongly Lensed LISA Gravitational Waves

Tonghua Liu, Kai Liao, Marek Biesiada +1

Strong lensing changes the phase of a gravitational-wave signal as well as its amplitude and arrival time. We study whether this phase information can distinguish between three dar…

astro-ph.CO2026

Finite-Core Signatures in LISA-Band Wave-Optics Lensing by Low-Mass Dark Matter Halos

Dejiang Li, Tonghua Liu, Kai Liao +3

LISA-band gravitational waves from massive binary black holes can be diffractively lensed by low-mass dark matter halos and subhalos, so their frequency-dependent amplification can…

astro-ph.CO2026

Identification of Lensed Gravitational-Wave Beat Patterns by LISA

Hengyu Wu, Tonghua Liu, Kai Liao

Strong lensing of massive black hole binaries can produce multiple gravitational-wave images with different magnifications and arrival times. LISA signals remain in band for months…

astro-ph.CO2026

Mock Catalogs of Strongly Lensed Gravitational Waves via a Halo Model Approach with Space-borne Detectors

Mingqi Sun, Kai Liao, Youkai Li +6

Future space-borne gravitational-wave (GW) detectors, such as LISA and DECIGO, are expected to detect a large number of GW events, a fraction of which may be strongly lensed by int…

astro-ph.CO2026

Mock Catalogs of Strongly Lensed Gravitational Waves via A Halo Model Approach with Ground-based Detectors

Youkai Li, Kai Liao, Mingqi Sun +4

As plans for the construction of third-generation gravitational wave (GW) detectors advance, research into strongly lensed GWs has become increasingly critical. It is anticipated t…

astro-ph.IM2026★ 2 cited

Parameter estimation of eccentric massive black hole binaries with LISA and its cosmological implications

Jia-Hao Zhong, Jin-Zhao Yang, Tao Yang +4

Future space-based gravitational wave (GW) observatories such as LISA will detect massive black hole binaries (MBHBs), which are expected to be accompanied by electromagnetic count…

astro-ph.CO2025★ 1 cited

Improved Identification of Strongly Lensed Gravitational Waves with Host Galaxy Locations

Tonghua Liu, Kai Liao

We present a Bayesian framework that enhances the identification of strongly lensed gravitational waves (GWs) by incorporating informative positional priors from the Euclid galaxy…

astro-ph.IM2025

Identifying Microlensing by Compact Dark Matter through Diffraction Patterns in Gravitational Waves with Machine Learning

Ao Liu, Tonghua Liu, Dejiang Li +5

Gravitational wave lensing, particularly microlensing by compact dark matter (DM), offers a unique avenue to probe the nature of dark matter. However, conventional detection method…

astro-ph.IM2025★ 3 cited

Identification of Strongly Lensed Gravitational Wave Events Using Squeeze-and-Excitation Multilayer Perceptron Data-efficient Image Transformer

Dejiang Li, Tonghua Liu, Ao Liu +4

With the advancement of third-generation gravitational wave detectors, the identification of strongly lensed gravitational wave (GW) events is expected to play an increasingly vita…