DAS-N2N: Machine learning Distributed Acoustic Sensing (DAS) signal denoising without clean data

Sacha Lapins, Antony Butcher, J. -Michael Kendall +5

This article presents a weakly supervised machine learning method, which we call DAS-N2N, for suppressing strong random noise in distributed acoustic sensing (DAS) recordings. DAS-…