Beyond Low Earth Orbit: Biological Research, Artificial Intelligence, and Self-Driving Labs Article Swipe

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Lauren Sanders , Jason H. Yang , Ryan T. Scott , Amina A. Qutub , Héctor García Martín , Daniel C. Berrios , Jaden J. A. Hastings , Jon Rask , Graham Mackintosh , Adrienne Hoarfrost , Stuart Chalk , John Kalantari , Kia Khezeli , Erik Antonsen , Joël Babdor , Richard Barker , Sergio E. Baranzini , Afshin Beheshti , Guillermo M. Delgado-Aparicio , Benjamin S. Glicksberg , Casey S. Greene , Melissa Haendel , Arif Hamid , Philip H. Heller , Daniel Jamieson , Katelyn Jarvis , Svetlana V. Komarova , Matthieu Komorowski , Prachi Kothiyal , A. Mahabal , Uri Manor , Christopher E. Mason , Mona Matar , George I. Mias , Jack M. Miller , Jerry G. Myers , Charlotte Nelson , Jonathan Oribello , Seung Min Park , Patricia Parsons‐Wingerter , R. K. Prabhu , Robert J. Reynolds , Amanda Saravia-Butler , Suchi Saria , Aenor Sawyer , Nitin Singh , Frank Soboczenski , M Snyder , Karthik Soman , Corey A. Theriot , David Van Valen , Kasthuri Venkateswaran , Elizabeth Warren , Liz Worthey , Marinka Žitnik , Sylvain V. Costes ·

YOU? · · 2021 · Open Access · · DOI: https://doi.org/10.48550/arxiv.2112.12582

Space biology research aims to understand fundamental effects of spaceflight on organisms, develop foundational knowledge to support deep space exploration, and ultimately bioengineer spacecraft and habitats to stabilize the ecosystem of plants, crops, microbes, animals, and humans for sustained multi-planetary life. To advance these aims, the field leverages experiments, platforms, data, and model organisms from both spaceborne and ground-analog studies. As research is extended beyond low Earth orbit, experiments and platforms must be maximally autonomous, light, agile, and intelligent to expedite knowledge discovery. Here we present a summary of recommendations from a workshop organized by the National Aeronautics and Space Administration on artificial intelligence, machine learning, and modeling applications which offer key solutions toward these space biology challenges. In the next decade, the synthesis of artificial intelligence into the field of space biology will deepen the biological understanding of spaceflight effects, facilitate predictive modeling and analytics, support maximally autonomous and reproducible experiments, and efficiently manage spaceborne data and metadata, all with the goal to enable life to thrive in deep space.

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Spaceflight Computer science Space exploration Field (mathematics) Space (punctuation) Agile software development Data science NASA Deep Space Network Spacecraft Metadata Artificial intelligence Systems engineering Engineering Aerospace engineering World Wide Web Software engineering Pure mathematics Operating system Mathematics

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Type: preprint
Language: en
Landing Page: http://arxiv.org/abs/2112.12582
PDF: https://arxiv.org/pdf/2112.12582
OA Status: green
Cited By: 4
References: 129
Related Works: 10
OpenAlex ID: https://openalex.org/W4226160155

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OpenAlex ID: https://openalex.org/W4226160155

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DOI: https://doi.org/10.48550/arxiv.2112.12582

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Title: Beyond Low Earth Orbit: Biological Research, Artificial Intelligence, and Self-Driving Labs

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Type: preprint

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Language: en

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Publication year: 2021

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Publication date: 2021-12-22

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Authors: Lauren Sanders, Jason H. Yang, Ryan T. Scott, Amina A. Qutub, Héctor García Martín, Daniel C. Berrios, Jaden J. A. Hastings, Jon Rask, Graham Mackintosh, Adrienne Hoarfrost, Stuart Chalk, John Kalantari, Kia Khezeli, Erik Antonsen, Joël Babdor, Richard Barker, Sergio E. Baranzini, Afshin Beheshti, Guillermo M. Delgado-Aparicio, Benjamin S. Glicksberg, Casey S. Greene, Melissa Haendel, Arif Hamid, Philip H. Heller, Daniel Jamieson, Katelyn Jarvis, Svetlana V. Komarova, Matthieu Komorowski, Prachi Kothiyal, A. Mahabal, Uri Manor, Christopher E. Mason, Mona Matar, George I. Mias, Jack M. Miller, Jerry G. Myers, Charlotte Nelson, Jonathan Oribello, Seung Min Park, Patricia Parsons‐Wingerter, R. K. Prabhu, Robert J. Reynolds, Amanda Saravia-Butler, Suchi Saria, Aenor Sawyer, Nitin Singh, Frank Soboczenski, M Snyder, Karthik Soman, Corey A. Theriot, David Van Valen, Kasthuri Venkateswaran, Elizabeth Warren, Liz Worthey, Marinka Žitnik, Sylvain V. Costes

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Landing page: https://arxiv.org/abs/2112.12582

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PDF URL: https://arxiv.org/pdf/2112.12582

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Concepts: Spaceflight, Computer science, Space exploration, Field (mathematics), Space (punctuation), Agile software development, Data science, NASA Deep Space Network, Spacecraft, Metadata, Artificial intelligence, Systems engineering, Engineering, Aerospace engineering, World Wide Web, Software engineering, Pure mathematics, Operating system, Mathematics

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Cited by: 4

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Citations by year (recent): 2025: 1, 2023: 2, 2022: 1

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