activity
20232026
most citedA deep-learning search for technosignatures of 820 nearby stars

38 citations · 45 across the 6 of their papers we have counts for

collaborators

6 papers

astro-ph.IM2026

Breakthrough Listen's Automated Commensal Technosignature Survey with MeerKAT

Daniel J. Czech, David H. E. MacMahon, Ian Heywood +20

The search for extraterrestrial intelligence (SETI) is an ongoing effort to detect technosignatures, evidence of technologically capable life beyond Earth. Conducting a comprehensi…

cs.AI2025

AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data

Tuan Truong, Rithwik Sudharsan, Yibo Yang +4

The site conditions that make astronomical observatories in space and on the ground so desirable -- cold and dark -- demand a physical remoteness that leads to limited data transmi…

astro-ph.GA2025★ 1 cited

Towards characterizing dark matter subhalo perturbations in stellar streams with graph neural networks

Peter Xiangyuan Ma, Keir K. Rogers, Ting S. Li +4

The phase space of stellar streams is proposed to detect dark substructure in the Milky Way through the perturbations created by passing subhalos - and thus is a powerful test of t…

astro-ph.IM2023★ 1 cited

Exploring the Use of Generative AI in the Search for Extraterrestrial Intelligence (SETI)

John Hoang, Zihe Zheng, Aiden Zelakiewicz +2

The search for extraterrestrial intelligence (SETI) is a field that has long been within the domain of traditional signal processing techniques. However, with the advent of powerfu…

eess.SP2023★ 5 cited

A Deep Neural Network Based Reverse Radio Spectrogram Search Algorithm

Peter Xiangyuan Ma, Steve Croft, Chris Lintott +1

Modern radio astronomy instruments generate vast amounts of data, and the increasingly challenging radio frequency interference (RFI) environment necessitates ever-more sophisticat…

astro-ph.IM2023★ 38 cited

A deep-learning search for technosignatures of 820 nearby stars

Peter Xiangyuan Ma, Cherry Ng, Leandro Rizk +14

The goal of the Search for Extraterrestrial Intelligence (SETI) is to quantify the prevalence of technological life beyond Earth via their "technosignatures". One theorized technos…