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astro-ph.IM2026
Auxiliary-Channel-Assisted Cross-Talk Noise Removal in LISA Pathfinder
Hui Sun, Geyu Qin, Jibo He
LISA Pathfinder (LPF) is the technology demonstration mission for the future Laser Interferometer Space Antenna (LISA). Besides the science interferometric channel, LPF is equipped…
astro-ph.IM2025
A Kalman-smoother based data imputation strategy to data gaps in spaceborne gravitational wave detectors
Tingyang Shen, He Wang, Jibo He
Massive black hole binaries (MBHBs) and other sources within the frequency band of spaceborne gravitational wave observatories like the Laser Interferometer Space Antenna (LISA), T…
astro-ph.IM2025★ 5 cited
Accelerating Bayesian Sampling for Massive Black Hole Binaries with Prior Constraints from Conditional Variational Autoencoder
Hui Sun, He Wang, Jibo He
A Conditional Variational Autoencoder (CVAE) model is employed for parameter inference on gravitational waves (GW) signals of massive black hole binaries, considering joint observa…