316:
Scientific Discovery in the Heliosphere Through Data Analytics and Assimilation II
316:
Scientific Discovery in the Heliosphere Through Data Analytics and Assimilation II
Scientific Discovery in the Heliosphere Through Data Analytics and Assimilation II
Session ID#: 43100
Session Description:
Data Analytics and assimilation represent the future direction of understanding our models and measurements. Individual efforts across geospace and heliophysics are already employing sophisticated analysis and informatics methods in order to enhance return on missions and scientific efforts. There are informal networks within each sub-discipline that regularly share knowledge through existing partnerships. This session will be a forum for discussion of cutting-edge data analytics, including data fusion and assimilation, applied to Heliophysics.
In this first oral session, we focus on innovative techniques rather than the unique scientific objectives regarding space weather and large dataset analysis. Commonalities in technique tie together all components of the Heliophysics system, benefiting from the fields of statistical inference, information theory, data fusion and machine learning to generate new scientific understanding. This cross-disciplinary session has a goal to promote interaction among researchers across the Heliophysics domain and lead to wider application of cutting-edge techniques.
In this first oral session, we focus on innovative techniques rather than the unique scientific objectives regarding space weather and large dataset analysis. Commonalities in technique tie together all components of the Heliophysics system, benefiting from the fields of statistical inference, information theory, data fusion and machine learning to generate new scientific understanding. This cross-disciplinary session has a goal to promote interaction among researchers across the Heliophysics domain and lead to wider application of cutting-edge techniques.
Primary Convener: Michael S Kirk, NASA Goddard Space Flight Center, Greenbelt, MD, United States
Conveners: Ryan Michael McGranaghan, NASA Jet Propulsion Laboratory, Pasadena, CA, United States and Jack Ireland, ADNET Systems Inc. Greenbelt, Greenbelt, MD, United States
Chairs: Michael S Kirk, NASA Goddard Space Flight Center, Greenbelt, MD, United States, Ryan Michael McGranaghan, NASA Jet Propulsion Laboratory, Pasadena, CA, United States and Jack Ireland, ADNET Systems Inc. Greenbelt, Greenbelt, MD, United States
Abstracts Submitted to this Session:
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