Publications of Brandon Panos

A list of publications authored or co-authored by Brandon Panos, derived from the SAO/NASA Astrophysics Data System (ADS). The number in brackets after each title indicates the number of citations that the paper has received.

Orcid ID: 0000-0002-7096-7941

List of publications ordered by citations
Number of papers: 14 (refereed: 13)
No. of citations: 194
First author papers: 6 (refereed: 6)

2026

1. DeepFilter: A machine learning technique for removing the hot AIA 304 Å channel component for the analysis of coronal rain [0]
   McMullan, Luke, Antolin, Patrick, Kleint, Lucia & Panos, Brandon, A&A, 707, A237
2. Solving the 2-level atom non-LTE problem using soft actor-critic reinforcement learning [2]
   Panos, Brandon & Milić, Ivan, RAS Techniques and Instruments, 5, rzag005

2025

1. Enhancing image resolution of solar magnetograms: A latent diffusion model approach [1]
   Ramunno, F. P., Massa, P., Kinakh, V., Panos, B., Csillaghy, A. & Voloshynovskiy, S., A&A, 698, A140

2024

1. A machine learning approach for computing solar flare locations in X-rays on-board Solar Orbiter/STIX [1]
   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, arXiv:2408.16642
2. Investigating and comparing the IRIS spectral lines Mg II, Si IV, and C II for flare precursor diagnostics [3]
   Zbinden, Jonas, Kleint, Lucia & Panos, Brandon, A&A, 689, A72

2023

1. Identifying preflare spectral features using explainable artificial intelligence [15]
   Panos, Brandon, Kleint, Lucia & Zbinden, Jonas, A&A, 671, A73

2022

1. Occurrence and statistics of IRIS bursts [15]
   Kleint, Lucia & Panos, Brandon, A&A, 657, A132

2021

1. Comparison of active region upflow and core properties using simultaneous spectroscopic observations from IRIS and Hinode [12]
   Barczynski, Krzysztof, Harra, Louise, Kleint, Lucia, Panos, Brandon & Brooks, David H., A&A, 651, A112
2. Solar activity classification based on Mg II spectra: Towards classification on compressed data [4]
   Ivanov, S., Tsizh, M., Ullmann, D., Panos, B. & Voloshynovskiy, S., Astronomy and Computing, 36, 100473
3. Exploring Mutual Information between IRIS Spectral Lines. II. Calculating the Most Probable Response in all Spectral Windows [14]
   Panos, Brandon & Kleint, Lucia, ApJ, 915, 77
4. Exploring Mutual Information between IRIS Spectral Lines. I. Correlations between Spectral Lines during Solar Flares and within the Quiet Sun. [19]
   Panos, Brandon, Kleint, Lucia & Voloshynovskiy, Sviatoslav, ApJ, 912, 121

2020

1. Real-time Flare Prediction Based on Distinctions between Flaring and Non-flaring Active Region Spectra [32]
   Panos, Brandon & Kleint, Lucia, ApJ, 891, 17
2. Information Bottleneck Classification in Extremely Distributed Systems [3]
   Ullmann, Denis, Rezaeifar, Shideh, Taran, Olga, Holotyak, Taras, Panos, Brandon & Voloshynovskiy, Slava, Entropy, 22, 1237

2018

1. Identifying Typical Mg II Flare Spectra Using Machine Learning [73]
   Panos, Brandon, Kleint, Lucia, Huwyler, Cedric, Krucker, Säm, Melchior, Martin, Ullmann, Denis & Voloshynovskiy, Sviatoslav, ApJ, 861, 62