A Search for Technosignatures Around 11,680 Stars with the Green Bank Telescope at 1.15–1.73 GHz

We conducted a search for narrowband radio signals over four observing sessions in 2020–2023 with the L -band receiver (1.15–1.73 GHz) of the 100 m diameter Green Bank Telescope. We pointed the telescope in the directions of 62 TESS Objects of Interest, capturing radio emissions from a total of ∼11,...

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Main Authors: Jean-Luc Margot, Megan G. Li, Pavlo Pinchuk, Nathan Myhrvold, Larry Lesyna, Lea E. Alcantara, Megan T. Andrakin, Jeth Arunseangroj, Damien S. Baclet, Madison H. Belk, Zerxes R. Bhadha, Nicholas W. Brandis, Robert E. Carey, Harrison P. Cassar, Sai S. Chava, Calvin Chen, James Chen, Kellen T. Cheng, Alessia Cimbri, Benjamin Cloutier, Jordan A. Combitsis, Kelly L. Couvrette, Brandon P. Coy, Kyle W. Davis, Antoine F. Delcayre, Michelle R. Du, Sarah E. Feil, Danning Fu, Travis J. Gilmore, Emery Grahill-Bland, Laura M. Iglesias, Zoe Juneau, Anthony G. Karapetian, George Karfakis, Christopher T. Lambert, Eric A. Lazbin, Jian H. Li, Zhuofu (Chester) Li, Nicholas M. Liskij, Anthony V. Lopilato, Darren J. Lu, Detao Ma, Vedant Mathur, Mary H. Minasyan, Maxwell K. Muller, Mark T. Nasielski, Janice T. Nguyen, Lorraine M. Nicholson, Samantha Niemoeller, Divij Ohri, Atharva U. Padhye, Supreethi V. Penmetcha, Yugantar Prakash, Xinyi (Cindy) Qi, Liam Rindt, Vedant Sahu, Joshua A. Scally, Zefyr Scott, Trevor J. Seddon, Lara-Lynn V. Shohet, Anchal Sinha, Anthony E. Sinigiani, Jiuxu Song, Spencer M. Stice, Nadine M. Tabucol, Andria Uplisashvili, Krishna Vanga, Amaury G. Vazquez, George Vetushko, Valeria Villa, Maria Vincent, Ian J. Waasdorp, Ian B. Wagaman, Amanda Wang, Jade C. Wight, Ella Wong, Natsuko Yamaguchi, Zijin Zhang, Junyang Zhao, Ryan S. Lynch
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:The Astronomical Journal
Subjects:
Online Access:https://doi.org/10.3847/1538-3881/acfda4
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author Jean-Luc Margot
Megan G. Li
Pavlo Pinchuk
Nathan Myhrvold
Larry Lesyna
Lea E. Alcantara
Megan T. Andrakin
Jeth Arunseangroj
Damien S. Baclet
Madison H. Belk
Zerxes R. Bhadha
Nicholas W. Brandis
Robert E. Carey
Harrison P. Cassar
Sai S. Chava
Calvin Chen
James Chen
Kellen T. Cheng
Alessia Cimbri
Benjamin Cloutier
Jordan A. Combitsis
Kelly L. Couvrette
Brandon P. Coy
Kyle W. Davis
Antoine F. Delcayre
Michelle R. Du
Sarah E. Feil
Danning Fu
Travis J. Gilmore
Emery Grahill-Bland
Laura M. Iglesias
Zoe Juneau
Anthony G. Karapetian
George Karfakis
Christopher T. Lambert
Eric A. Lazbin
Jian H. Li
Zhuofu (Chester) Li
Nicholas M. Liskij
Anthony V. Lopilato
Darren J. Lu
Detao Ma
Vedant Mathur
Mary H. Minasyan
Maxwell K. Muller
Mark T. Nasielski
Janice T. Nguyen
Lorraine M. Nicholson
Samantha Niemoeller
Divij Ohri
Atharva U. Padhye
Supreethi V. Penmetcha
Yugantar Prakash
Xinyi (Cindy) Qi
Liam Rindt
Vedant Sahu
Joshua A. Scally
Zefyr Scott
Trevor J. Seddon
Lara-Lynn V. Shohet
Anchal Sinha
Anthony E. Sinigiani
Jiuxu Song
Spencer M. Stice
Nadine M. Tabucol
Andria Uplisashvili
Krishna Vanga
Amaury G. Vazquez
George Vetushko
Valeria Villa
Maria Vincent
Ian J. Waasdorp
Ian B. Wagaman
Amanda Wang
Jade C. Wight
Ella Wong
Natsuko Yamaguchi
Zijin Zhang
Junyang Zhao
Ryan S. Lynch
author_facet Jean-Luc Margot
Megan G. Li
Pavlo Pinchuk
Nathan Myhrvold
Larry Lesyna
Lea E. Alcantara
Megan T. Andrakin
Jeth Arunseangroj
Damien S. Baclet
Madison H. Belk
Zerxes R. Bhadha
Nicholas W. Brandis
Robert E. Carey
Harrison P. Cassar
Sai S. Chava
Calvin Chen
James Chen
Kellen T. Cheng
Alessia Cimbri
Benjamin Cloutier
Jordan A. Combitsis
Kelly L. Couvrette
Brandon P. Coy
Kyle W. Davis
Antoine F. Delcayre
Michelle R. Du
Sarah E. Feil
Danning Fu
Travis J. Gilmore
Emery Grahill-Bland
Laura M. Iglesias
Zoe Juneau
Anthony G. Karapetian
George Karfakis
Christopher T. Lambert
Eric A. Lazbin
Jian H. Li
Zhuofu (Chester) Li
Nicholas M. Liskij
Anthony V. Lopilato
Darren J. Lu
Detao Ma
Vedant Mathur
Mary H. Minasyan
Maxwell K. Muller
Mark T. Nasielski
Janice T. Nguyen
Lorraine M. Nicholson
Samantha Niemoeller
Divij Ohri
Atharva U. Padhye
Supreethi V. Penmetcha
Yugantar Prakash
Xinyi (Cindy) Qi
Liam Rindt
Vedant Sahu
Joshua A. Scally
Zefyr Scott
Trevor J. Seddon
Lara-Lynn V. Shohet
Anchal Sinha
Anthony E. Sinigiani
Jiuxu Song
Spencer M. Stice
Nadine M. Tabucol
Andria Uplisashvili
Krishna Vanga
Amaury G. Vazquez
George Vetushko
Valeria Villa
Maria Vincent
Ian J. Waasdorp
Ian B. Wagaman
Amanda Wang
Jade C. Wight
Ella Wong
Natsuko Yamaguchi
Zijin Zhang
Junyang Zhao
Ryan S. Lynch
author_sort Jean-Luc Margot
collection DOAJ
description We conducted a search for narrowband radio signals over four observing sessions in 2020–2023 with the L -band receiver (1.15–1.73 GHz) of the 100 m diameter Green Bank Telescope. We pointed the telescope in the directions of 62 TESS Objects of Interest, capturing radio emissions from a total of ∼11,680 stars and planetary systems in the ∼9′ beam of the telescope. All detections were either automatically rejected or visually inspected and confirmed to be of anthropogenic nature. We also quantified the end-to-end efficiency of radio SETI pipelines with a signal injection and recovery analysis. The UCLA SETI pipeline recovers 94.0% of the injected signals over the usable frequency range of the receiver and 98.7% of the injections when regions of dense radio frequency interference are excluded. In another pipeline that uses incoherent sums of 51 consecutive spectra, the recovery rate is ∼15 times smaller at ∼6%. The pipeline efficiency affects calculations of transmitter prevalence and SETI search volume. Accordingly, we developed an improved Drake figure of merit and a formalism to place upper limits on transmitter prevalence that take the pipeline efficiency and transmitter duty cycle into account. Based on our observations, we can state at the 95% confidence level that fewer than 6.6% of stars within 100 pc host a transmitter that is continuously transmitting a narrowband signal with an equivalent isotropic radiated power (EIRP) > 10 ^13 W. For stars within 20,000 ly, the fraction of stars with detectable transmitters (EIRP > 5 × 10 ^16 W) is at most 3 × 10 ^−4 . Finally, we showed that the UCLA SETI pipeline natively detects the signals detected with AI techniques by Ma et al.
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spelling doaj.art-521215c0c5e645d18da7f8b4ae82d35c2023-10-20T08:31:25ZengIOP PublishingThe Astronomical Journal1538-38812023-01-01166520610.3847/1538-3881/acfda4A Search for Technosignatures Around 11,680 Stars with the Green Bank Telescope at 1.15–1.73 GHzJean-Luc Margot0https://orcid.org/0000-0001-9798-1797Megan G. Li1https://orcid.org/0000-0002-3012-4261Pavlo Pinchuk2https://orcid.org/0000-0003-4736-4728Nathan Myhrvold3https://orcid.org/0000-0003-3994-5143Larry Lesyna4https://orcid.org/0000-0003-3970-688XLea E. Alcantara5Megan T. Andrakin6Jeth Arunseangroj7Damien S. Baclet8Madison H. Belk9Zerxes R. Bhadha10Nicholas W. Brandis11Robert E. Carey12Harrison P. Cassar13Sai S. Chava14Calvin Chen15James Chen16Kellen T. Cheng17Alessia Cimbri18Benjamin Cloutier19Jordan A. Combitsis20Kelly L. Couvrette21Brandon P. Coy22Kyle W. Davis23Antoine F. Delcayre24Michelle R. Du25Sarah E. Feil26Danning Fu27Travis J. Gilmore28Emery Grahill-Bland29Laura M. Iglesias30Zoe Juneau31Anthony G. Karapetian32George Karfakis33Christopher T. Lambert34Eric A. Lazbin35Jian H. Li36Zhuofu (Chester) Li37Nicholas M. Liskij38Anthony V. Lopilato39Darren J. Lu40Detao Ma41Vedant Mathur42Mary H. Minasyan43Maxwell K. Muller44Mark T. Nasielski45Janice T. Nguyen46Lorraine M. Nicholson47Samantha Niemoeller48Divij Ohri49Atharva U. Padhye50Supreethi V. Penmetcha51Yugantar Prakash52Xinyi (Cindy) Qi53Liam Rindt54Vedant Sahu55Joshua A. Scally56Zefyr Scott57Trevor J. Seddon58Lara-Lynn V. Shohet59Anchal Sinha60Anthony E. Sinigiani61Jiuxu Song62Spencer M. Stice63Nadine M. Tabucol64Andria Uplisashvili65Krishna Vanga66Amaury G. Vazquez67George Vetushko68Valeria Villa69Maria Vincent70Ian J. Waasdorp71Ian B. Wagaman72Amanda Wang73Jade C. Wight74Ella Wong75Natsuko Yamaguchi76Zijin Zhang77Junyang Zhao78Ryan S. Lynch79https://orcid.org/0000-0001-5229-7430Department of Earth, Planetary, and Space Sciences, University of California , Los Angeles, CA 90095, USA ; jlm@epss.ucla.edu; Department of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Earth, Planetary, and Space Sciences, University of California , Los Angeles, CA 90095, USA ; jlm@epss.ucla.eduNational Renewable Energy Laboratory , Golden, CO 80401, USAIntellectual Ventures , 3150 139th Avenue SE, Bellevue, WA 98005, USALXL Technology , Las Vegas, NV 89148, USAUCLA Samueli School of Engineering, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Mathematics, University of California , Los Angeles, CA 90095, USADepartment of Electrical Engineering, University of California , Los Angeles, CA 90095, USADepartment of Public Affairs, University of California , Los Angeles, CA 90095, USADepartment of Electrical and Computer Engineering, University of California , Los Angeles, CA 90095, USADepartment of Electrical Engineering, University of California , Los Angeles, CA 90095, USADepartment of Computer Science, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Mathematics, University of California , Los Angeles, CA 90095, USADepartment of Electrical Engineering, University of California , Los Angeles, CA 90095, USADepartment of Electrical Engineering, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Mathematics, University of California , Los Angeles, CA 90095, USADepartment of Electrical and Computer Engineering, University of California , Los Angeles, CA 90095, USADepartment of Materials Engineering, University of California , Los Angeles, CA 90095, USADepartment of Earth, Planetary, and Space Sciences, University of California , Los Angeles, CA 90095, USA ; jlm@epss.ucla.eduDepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Electrical Engineering, University of California , Los Angeles, CA 90095, USADepartment of Earth, Planetary, and Space Sciences, University of California , Los Angeles, CA 90095, USA ; jlm@epss.ucla.eduDepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Earth, Planetary, and Space Sciences, University of California , Los Angeles, CA 90095, USA ; jlm@epss.ucla.eduUCLA College of Letters and Science, University of California , Los Angeles, CA 90095, USADepartment of Earth, Planetary, and Space Sciences, University of California , Los Angeles, CA 90095, USA ; jlm@epss.ucla.eduDepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Computer Science, University of California , Los Angeles, CA 90095, USADepartment of Electrical Engineering, University of California , Los Angeles, CA 90095, USADepartment of Earth, Planetary, and Space Sciences, University of California , Los Angeles, CA 90095, USA ; jlm@epss.ucla.eduDepartment of Electrical Engineering, University of California , Los Angeles, CA 90095, USADepartment of Mechanical Engineering, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Mathematics, University of California , Los Angeles, CA 90095, USADepartment of Electrical Engineering, University of California , Los Angeles, CA 90095, USADepartment of Computer Science, University of California , Los Angeles, CA 90095, USADepartment of Electrical Engineering, University of California , Los Angeles, CA 90095, USADepartment of Electrical and Computer Engineering, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Electrical and Computer Engineering, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Computer Science, University of California , Los Angeles, CA 90095, USADepartment of Computer Science, University of California , Los Angeles, CA 90095, USADepartment of Electrical Engineering, University of California , Los Angeles, CA 90095, USADepartment of Mechanical Engineering, University of California , Los Angeles, CA 90095, USADepartment of Mathematics, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Electrical Engineering, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Electrical and Computer Engineering, University of California , Los Angeles, CA 90095, USADepartment of Aerospace Engineering, University of California , Los Angeles, CA 90095, USADepartment of Electrical and Computer Engineering, University of California , Los Angeles, CA 90095, USADepartment of Electrical and Computer Engineering, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Electrical Engineering, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Neuroscience, University of California , Los Angeles, CA 90095, USADepartment of Earth, Planetary, and Space Sciences, University of California , Los Angeles, CA 90095, USA ; jlm@epss.ucla.eduDepartment of Earth, Planetary, and Space Sciences, University of California , Los Angeles, CA 90095, USA ; jlm@epss.ucla.eduDepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Computer Science, University of California , Los Angeles, CA 90095, USADepartment of Earth, Planetary, and Space Sciences, University of California , Los Angeles, CA 90095, USA ; jlm@epss.ucla.eduDepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Physics and Astronomy, University of California , Los Angeles, CA 90095, USADepartment of Earth, Planetary, and Space Sciences, University of California , Los Angeles, CA 90095, USA ; jlm@epss.ucla.eduDepartment of Electrical Engineering, University of California , Los Angeles, CA 90095, USAGreen Bank Observatory , P.O. Box 2, Green Bank, WV 24494, USAWe conducted a search for narrowband radio signals over four observing sessions in 2020–2023 with the L -band receiver (1.15–1.73 GHz) of the 100 m diameter Green Bank Telescope. We pointed the telescope in the directions of 62 TESS Objects of Interest, capturing radio emissions from a total of ∼11,680 stars and planetary systems in the ∼9′ beam of the telescope. All detections were either automatically rejected or visually inspected and confirmed to be of anthropogenic nature. We also quantified the end-to-end efficiency of radio SETI pipelines with a signal injection and recovery analysis. The UCLA SETI pipeline recovers 94.0% of the injected signals over the usable frequency range of the receiver and 98.7% of the injections when regions of dense radio frequency interference are excluded. In another pipeline that uses incoherent sums of 51 consecutive spectra, the recovery rate is ∼15 times smaller at ∼6%. The pipeline efficiency affects calculations of transmitter prevalence and SETI search volume. Accordingly, we developed an improved Drake figure of merit and a formalism to place upper limits on transmitter prevalence that take the pipeline efficiency and transmitter duty cycle into account. Based on our observations, we can state at the 95% confidence level that fewer than 6.6% of stars within 100 pc host a transmitter that is continuously transmitting a narrowband signal with an equivalent isotropic radiated power (EIRP) > 10 ^13 W. For stars within 20,000 ly, the fraction of stars with detectable transmitters (EIRP > 5 × 10 ^16 W) is at most 3 × 10 ^−4 . Finally, we showed that the UCLA SETI pipeline natively detects the signals detected with AI techniques by Ma et al.https://doi.org/10.3847/1538-3881/acfda4Search for extraterrestrial intelligenceTechnosignaturesAstrobiologyExoplanetsRadio astronomyMilky Way Galaxy
spellingShingle Jean-Luc Margot
Megan G. Li
Pavlo Pinchuk
Nathan Myhrvold
Larry Lesyna
Lea E. Alcantara
Megan T. Andrakin
Jeth Arunseangroj
Damien S. Baclet
Madison H. Belk
Zerxes R. Bhadha
Nicholas W. Brandis
Robert E. Carey
Harrison P. Cassar
Sai S. Chava
Calvin Chen
James Chen
Kellen T. Cheng
Alessia Cimbri
Benjamin Cloutier
Jordan A. Combitsis
Kelly L. Couvrette
Brandon P. Coy
Kyle W. Davis
Antoine F. Delcayre
Michelle R. Du
Sarah E. Feil
Danning Fu
Travis J. Gilmore
Emery Grahill-Bland
Laura M. Iglesias
Zoe Juneau
Anthony G. Karapetian
George Karfakis
Christopher T. Lambert
Eric A. Lazbin
Jian H. Li
Zhuofu (Chester) Li
Nicholas M. Liskij
Anthony V. Lopilato
Darren J. Lu
Detao Ma
Vedant Mathur
Mary H. Minasyan
Maxwell K. Muller
Mark T. Nasielski
Janice T. Nguyen
Lorraine M. Nicholson
Samantha Niemoeller
Divij Ohri
Atharva U. Padhye
Supreethi V. Penmetcha
Yugantar Prakash
Xinyi (Cindy) Qi
Liam Rindt
Vedant Sahu
Joshua A. Scally
Zefyr Scott
Trevor J. Seddon
Lara-Lynn V. Shohet
Anchal Sinha
Anthony E. Sinigiani
Jiuxu Song
Spencer M. Stice
Nadine M. Tabucol
Andria Uplisashvili
Krishna Vanga
Amaury G. Vazquez
George Vetushko
Valeria Villa
Maria Vincent
Ian J. Waasdorp
Ian B. Wagaman
Amanda Wang
Jade C. Wight
Ella Wong
Natsuko Yamaguchi
Zijin Zhang
Junyang Zhao
Ryan S. Lynch
A Search for Technosignatures Around 11,680 Stars with the Green Bank Telescope at 1.15–1.73 GHz
The Astronomical Journal
Search for extraterrestrial intelligence
Technosignatures
Astrobiology
Exoplanets
Radio astronomy
Milky Way Galaxy
title A Search for Technosignatures Around 11,680 Stars with the Green Bank Telescope at 1.15–1.73 GHz
title_full A Search for Technosignatures Around 11,680 Stars with the Green Bank Telescope at 1.15–1.73 GHz
title_fullStr A Search for Technosignatures Around 11,680 Stars with the Green Bank Telescope at 1.15–1.73 GHz
title_full_unstemmed A Search for Technosignatures Around 11,680 Stars with the Green Bank Telescope at 1.15–1.73 GHz
title_short A Search for Technosignatures Around 11,680 Stars with the Green Bank Telescope at 1.15–1.73 GHz
title_sort search for technosignatures around 11 680 stars with the green bank telescope at 1 15 1 73 ghz
topic Search for extraterrestrial intelligence
Technosignatures
Astrobiology
Exoplanets
Radio astronomy
Milky Way Galaxy
url https://doi.org/10.3847/1538-3881/acfda4
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AT laralynnvshohet asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT anchalsinha asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT anthonyesinigiani asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT jiuxusong asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT spencermstice asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT nadinemtabucol asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT andriauplisashvili asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT krishnavanga asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT amaurygvazquez asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT georgevetushko asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT valeriavilla asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT mariavincent asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT ianjwaasdorp asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT ianbwagaman asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT amandawang asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT jadecwight asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT ellawong asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT natsukoyamaguchi asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT zijinzhang asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT junyangzhao asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT ryanslynch asearchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT jeanlucmargot searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT megangli searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT pavlopinchuk searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
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AT jetharunseangroj searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT damiensbaclet searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT madisonhbelk searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT zerxesrbhadha searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
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AT robertecarey searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
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AT saischava searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT calvinchen searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT jameschen searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT kellentcheng searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT alessiacimbri searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT benjamincloutier searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT jordanacombitsis searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT kellylcouvrette searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT brandonpcoy searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
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AT sarahefeil searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
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AT emerygrahillbland searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
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AT zoejuneau searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT anthonygkarapetian searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
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AT christophertlambert searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
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AT zhuofuchesterli searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
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AT anthonyvlopilato searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT darrenjlu searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
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AT vedantmathur searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT maryhminasyan searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT maxwellkmuller searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT marktnasielski searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT janicetnguyen searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT lorrainemnicholson searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT samanthaniemoeller searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT divijohri searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT atharvaupadhye searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT supreethivpenmetcha searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT yugantarprakash searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT xinyicindyqi searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT liamrindt searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT vedantsahu searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT joshuaascally searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT zefyrscott searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
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AT laralynnvshohet searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT anchalsinha searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT anthonyesinigiani searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT jiuxusong searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT spencermstice searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT nadinemtabucol searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT andriauplisashvili searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT krishnavanga searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT amaurygvazquez searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT georgevetushko searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT valeriavilla searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT mariavincent searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT ianjwaasdorp searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT ianbwagaman searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT amandawang searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT jadecwight searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT ellawong searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT natsukoyamaguchi searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT zijinzhang searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT junyangzhao searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz
AT ryanslynch searchfortechnosignaturesaround11680starswiththegreenbanktelescopeat115173ghz