Publications of Brandon Panos ordered by citations

A list of publications authored or co-authored by Brandon Panos, derived from the SAO/NASA Astrophysics Data System (ADS) and ordered by the numbers of citations.

Orcid ID: 0000-0002-7096-7941

73	Identifying Typical Mg II Flare Spectra Using Machine Learning Panos, Brandon, Kleint, Lucia, Huwyler, Cedric, Krucker, Säm, Melchior, Martin, Ullmann, Denis & Voloshynovskiy, Sviatoslav, 2018, ApJ, 861, 62
32	Real-time Flare Prediction Based on Distinctions between Flaring and Non-flaring Active Region Spectra Panos, Brandon & Kleint, Lucia, 2020, ApJ, 891, 17
19	Exploring Mutual Information between IRIS Spectral Lines. I. Correlations between Spectral Lines during Solar Flares and within the Quiet Sun. Panos, Brandon, Kleint, Lucia & Voloshynovskiy, Sviatoslav, 2021, ApJ, 912, 121
15	Identifying preflare spectral features using explainable artificial intelligence Panos, Brandon, Kleint, Lucia & Zbinden, Jonas, 2023, A&A, 671, A73
15	Occurrence and statistics of IRIS bursts Kleint, Lucia & Panos, Brandon, 2022, A&A, 657, A132
14	Exploring Mutual Information between IRIS Spectral Lines. II. Calculating the Most Probable Response in all Spectral Windows Panos, Brandon & Kleint, Lucia, 2021, ApJ, 915, 77
12	Comparison of active region upflow and core properties using simultaneous spectroscopic observations from IRIS and Hinode Barczynski, Krzysztof, Harra, Louise, Kleint, Lucia, Panos, Brandon & Brooks, David H., 2021, A&A, 651, A112
4	Solar activity classification based on Mg II spectra: Towards classification on compressed data Ivanov, S., Tsizh, M., Ullmann, D., Panos, B. & Voloshynovskiy, S., 2021, Astronomy and Computing, 36, 100473
3	Information Bottleneck Classification in Extremely Distributed Systems Ullmann, Denis, Rezaeifar, Shideh, Taran, Olga, Holotyak, Taras, Panos, Brandon & Voloshynovskiy, Slava, 2020, Entropy, 22, 1237
3	Investigating and comparing the IRIS spectral lines Mg II, Si IV, and C II for flare precursor diagnostics Zbinden, Jonas, Kleint, Lucia & Panos, Brandon, 2024, A&A, 689, A72
2	Solving the 2-level atom non-LTE problem using soft actor-critic reinforcement learning Panos, Brandon & Milić, Ivan, 2026, RAS Techniques and Instruments, 5, rzag005
1	A machine learning approach for computing solar flare locations in X-rays on-board Solar Orbiter/STIX Massa, Paolo, Felix, Simon, István Etesi, László, Dickson, Ewan C. M., Xiao, Hualin, Ramunno, Francesco P., Selcuk-Simsek, Merve, Panos, Brandon, Csillaghy, André & Krucker, Säm, 2024, arXiv:2408.16642
1	Enhancing image resolution of solar magnetograms: A latent diffusion model approach Ramunno, F. P., Massa, P., Kinakh, V., Panos, B., Csillaghy, A. & Voloshynovskiy, S., 2025, A&A, 698, A140
0	DeepFilter: A machine learning technique for removing the hot AIA 304 Å channel component for the analysis of coronal rain McMullan, Luke, Antolin, Patrick, Kleint, Lucia & Panos, Brandon, 2026, A&A, 707, A237