Single-Frame Super-Resolution of Solar Magnetograms: Investigating Physics-Based Metrics \& Losses

4 Nov 2019Anna JungbluthXavier GitiauxShane A. MaloneyCarl ShneiderPaul J. WrightAlfredo KalaitzisMichel DeudonAtılım Güneş BaydinYarin GalAndrés Muñoz-Jaramillo

Breakthroughs in our understanding of physical phenomena have traditionally followed improvements in instrumentation. Studies of the magnetic field of the Sun, and its influence on the solar dynamo and space weather events, have benefited from improvements in resolution and measurement frequency of new instruments... (read more)

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