3 papers
astro-ph.HE2025
Deep Learning Reconstruction on Crab LST-1 Data
Bastien Lacave, Tjark Miener, Alexander Cerviño
The Cherenkov Telescope Array Observatory (CTAO) is the next-generation ground-based observatory for very-high-energy (VHE) gamma-ray astronomy. The Large-Sized Telescope prototype…
astro-ph.HE2025
First IACT Waveform Analysis Based on Deep Convolutional Neural Networks Using CTLearn
T. Miener, L. Burmistrov, B. Lacave +1
Imaging atmospheric Cherenkov telescopes (IACTs) detect extended air showers (EASs) generated when very-high-energy (VHE) gamma rays or cosmic rays interact with the Earth's atmosp…
astro-ph.HE2025
Deep Learning-Based Stereoscopic Event Reconstruction for CTAO using CTLearn
T. Miener, I. Viale, B. Lacave +1
The Cherenkov Telescope Array Observatory (CTAO), a next-generation ground-based gamma-ray observatory, will be composed of two arrays of multiple imaging atmospheric Cherenkov tel…