AIR SHOWER PHYSICS 1 ARTIFICIAL INTELLIGENCE 1 CHAPARRONES ATMOSFERICOS EXTENSOS 1 CHAPARRONES COSMICOS 1 COMPUTERIZED SIMULATION 1 COSMIC RAY DETECTION 1 COSMIC RAYS 1 COSMIC SHOWERS 1 DEEP NEURAL NETWORK ANALYSIS DETECCION DE RAYOS COSMICOS 1 EXTENSIVE AIR SHOWERS 1 MUONES 1 MUONS 1 Methods for estimating mass-sensitive observables of ultra high energy cosmic rays using artificial neural networks 1 Métodos para estimar observables sensibles a la masa de rayos cósmicos de energía ultra alta utilizando redes neuronales artificiales 1 NEURAL NETWORKS 1 NTELIGENCIA ARTIFICIAL 1 RAYOS COSMICOS 1 REDES NEURONALES 1 SIMULACION COMPUTERIZADA 1