TY - JOUR AU - Aab, A. AU - Carceller López, Juan Miguel AU - Bueno Villar, Antonio AU - Pierre Auger Collaboration PY - 2021 UR - http://hdl.handle.net/10481/71386 AB - The atmospheric depth of the air shower maximum X-max is an observable commonly used for the determination of the nuclear mass composition of ultra-high energy cosmic rays. Direct measurements of X-max are performed using observations of the... AB - United States Department of Energy (DOE) DE-AC02-07CH11359 - DE-FR02-04ER41300 - DE- FG02-99ER41107 - DE-SC0011689 LA - eng PB - IOP KW - Data analysis KW - Pattern recognition, cluster finding, calibration and fitting methods KW - Large detector systems for particle and astroparticle physics KW - Particle identification methods TI - Deep-learning based reconstruction of the shower maximum Xmax using the water-Cherenkov detectors of the Pierre Auger Observatory DO - 10.1088/1748-0221/16/07/P0701 ER -