First Full-Event Reconstruction from Imaging Atmospheric Cherenkov Telescope Real Data with Deep Learning

Mikaël Jacquemont,Thomas Vuillaume,Alexandre Benoit,Gilles Maurin,Patrick Lambert,Giovanni Lamanna

2021 International Conference on Content-Based Multimedia Indexing (CBMI)（2021）

引用 1|浏览6

暂无评分

摘要

The Cherenkov Telescope Array is the future of ground-based gamma-ray astronomy. Its first prototype telescope built on-site, the Large Size Telescope 1, is currently under commissioning and taking its first scientific data. In this paper, we present for the first time the development of a full-event reconstruction based on deep convolutional neural networks and its application to real data. We sh...

查看译文

关键词

deep learning,gamma astronomy,multitasking,learning bias,model generalization to real data

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要