Search Results for author: Peter Xiangyuan Ma

Found 3 papers, 1 papers with code

A Deep Neural Network Based Reverse Radio Spectrogram Search Algorithm

no code implementations24 Feb 2023 Peter Xiangyuan Ma, Steve Croft, Chris Lintott, Andrew P. V. Siemion

This algorithm can be used to improve the efficiency of vetting signals of interest in technosignature searches, but could also be applied to a wider variety of searches for "lookalike" signals in large astronomical datasets.

Astronomy

A Deep Learning Technique to Control the Non-linear Dynamics of a Gravitational-wave Interferometer

no code implementations15 Feb 2023 Peter Xiangyuan Ma, Gabriele Vajente

In this work we developed a deep learning technique that successfully solves a non-linear dynamic control problem.

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