Science Autonomy and the ExoMars Mission: Machine Learning to Help Find Life on Mars

Authors :: William B. Brinckerhoff
Melissa G. Trainer
Ryan M. Danell
Xiang Li
Eric Lyness
Victoria DaPoian
Source :: Goldschmidt Abstracts.
Publication Year :: 2020
Publisher :: Geochemical Society, 2020.
Abstract: We use Mars Organic Molecule Analyzer engineering model data to develop mass-spectrometry-focused machine learning techniques. Initial results show that the preliminary categorization could permit autonomous operations, such as prioritizing example data and decisions about retuning parameters for specific samples.

Subjects :: General Computer Science
business.industry
Computer science
media_common.quotation_subject
Mars Exploration Program
Machine learning
computer.software_genre
Life on Mars
Data modeling
ComputingMethodologies_PATTERNRECOGNITION
Categorization
Artificial intelligence
business
computer
Autonomy
media_common

Full Text Access

Tools