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Astroinformatics, Space Sciences and Heliophysics at the FHNW School of Computer Science

Publications related to the NFP75 research project «Automatische Analyse von Sonneneruptionen»

Real-time Flare Prediction Based on Distinctions between Flaring and Non-flaring Active Region Spectra, Brandon Panos, Lucia Kleint: 2020, The Astrophysical Journal, Volume 891, Issue 1, id.17, 18 pp

Solar activity classification based on Mg II spectra:towards classification on compressed data, Sergey Ivanova, Maksym Tsizha, Denis Ullmann, Brandon Panos, Slava Voloshynovskiy: 2020, Arxiv

Real-time flare prediction based on distinctions between flaring and non-flaring active region spectra, Brandon Panos and Lucia Kleint: 2019, The Astrophysical Journal, Volume 891, Number 1

Identifying typical Mg II flare spectra using machine learning, Panos et al.: 2018, The Astrophysical Journal, Volume 861, Number 1

DCT-Tensor-Net for solar flares detection on IRIS data, Ullmann et al.: 2018, in Proc. 7-th European Workshop on Visual Information Processing (EUVIP), Tampere, Finland