First-authored, refereed papers of Brandon Panos

A list of first-authored, refereed publications of 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: 6
No. of citations: 155

2026

1. 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

2023

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

2021

1. 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
2. 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

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