no code implementations • 2 Mar 2024 • Gary Doran, Serina Diniega, Steven Lu, Mark Wronkiewicz, Kiri L. Wagstaff
Seasonal frosting and defrosting on the surface of Mars is hypothesized to drive both climate processes and the formation and evolution of geomorphological features such as gullies.
no code implementations • 25 Apr 2023 • Mark Wronkiewicz, Jake Lee, Lukas Mandrake, Jack Lightholder, Gary Doran, Steffen Mauceri, Taewoo Kim, Nathan Oborny, Thomas Schibler, Jay Nadeau, James K. Wallace, Eshaan Moorjani, Chris Lindensmith
Such an instrument suite could generate 10, 000x more raw data than is possible to transmit from distant ocean worlds like Enceladus or Europa.
no code implementations • 12 Jul 2022 • Kiri L. Wagstaff, Ingrid J. Daubar, Gary Doran, Michael J. Munje, Valentin T. Bickel, Annabelle Gao, Joe Pate, Daniel Wexler
This study investigates the use of a trained machine learning classifier to increase the detection of fresh impacts on Mars using CTX data.
no code implementations • 9 Feb 2021 • Kiri Wagstaff, Steven Lu, Emily Dunkel, Kevin Grimes, Brandon Zhao, Jesse Cai, Shoshanna B. Cole, Gary Doran, Raymond Francis, Jake Lee, Lukas Mandrake
The NASA Planetary Data System hosts millions of images acquired from the planet Mars.
no code implementations • 29 Jul 2020 • Abigail R. Azari, John B. Biersteker, Ryan M. Dewey, Gary Doran, Emily J. Forsberg, Camilla D. K. Harris, Hannah R. Kerner, Katherine A. Skinner, Andy W. Smith, Rashied Amini, Saverio Cambioni, Victoria Da Poian, Tadhg M. Garton, Michael D. Himes, Sarah Millholland, Suranga Ruhunusiri
Machine learning (ML) methods can expand our ability to construct, and draw insight from large datasets.