Uncertainty estimation via ensembles of deep learning models and dropout layers for seismic traces

Giovanni Messuti, ortensia Amoroso, Ferdinando Napolitano +3

Deep learning models have demonstrated remarkable success in various fields, including seismology. However, one major challenge in deep learning is the presence of mislabeled examp…