Seismic signal augmentation to improve generalization of deep neural networks

W Zhu, SM Mousavi, GC Beroza - Advances in geophysics, 2020 - Elsevier
Deep learning has emerged as an effective approach for seismic data processing in
general, and for earthquake monitoring in particular. The ability of deep learning models to …

An end-to-end DNN-HMM based system with duration modeling for robust earthquake detection

C Murúa, M Marín, A Cofré, J Wuth, OV Pino… - Computers & …, 2023 - Elsevier
Develo** a reliable and robust automatic earthquake detection system is quite a
challenging and highly necessary task as two conditions can make this task a difficult one …

Diseño e implementación de un sistema basado en" Machine Learning" para la detección y caracterización automática de eventos sísmicos

CA Murúa Fredes - 2023 - repositorio.uchile.cl
El desarrollo de sistemas automáticos, confiables y robustos para detección de terremotos
es una tarea desafiante y necesaria. El rendimiento de estos puede empeorar si disminuye …