Using U-Nets to create high-fidelity virtual observations of the solar corona

V Salvatelli, S Bose, B Neuberg… - arXiv preprint arXiv …, 2019 - arxiv.org
Understanding and monitoring the complex and dynamic processes of the Sun is important
for a number of human activities on Earth and in space. For this reason, NASA's Solar
Dynamics Observatory (SDO) has been continuously monitoring the multi-layered Sun's
atmosphere in high-resolution since its launch in 2010, generating terabytes of
observational data every day. The synergy between machine learning and this enormous
amount of data has the potential, still largely unexploited, to advance our understanding of …

Using U− Nets to create high− fidelity virtual observations of the solar corona

AG Baydin - 2019 - cs.ox.ac.uk
Understanding and monitoring the complex and dynamic processes of the Sun is important
for a number of human activities on Earth and in space. For this reason, NASA's Solar
Dynamics Observatory (SDO) has been continuously monitoring the multi-layered Sun's
atmosphere in high-resolution since its launch in 2010, generating terabytes of
observational data every day. The synergy between machine learning and this enormous
amount of data has the potential, still largely unexploited, to advance our understanding of …
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