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Responsible Machine Learning in Heliophysics

Whitepaper #288 in the Decadal Survey for Solar and Space Physics (Heliophysics) 2024-2033. Main topics: infrastructure/workforce/other programmatic. Additional topics: research tools and infrastructure.

Published onJul 31, 2023
Responsible Machine Learning in Heliophysics

Machine learning has become embedded in the field of Heliophysics. Ethical and responsible use of these methods encompasses many aspects that create necessary additional burden to the individual researcher and the research community as a whole. Sustained financial and infrastructural support from affiliated agencies and institutions is needed in addition to community-based governance strategies.

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