DAS-N2N: machine learning distributed acoustic sensing (DAS) signal denoising without clean data

Lapins, S; Butcher, A; Kendall, JM; Hudson, TS; Stork, AL; Werner, MJ; Gunning, J; Brisbourne, AM

Lapins, S (通讯作者),Univ Bristol, Sch Earth Sci, Bristol BS8 1RL, England.

GEOPHYSICAL JOURNAL INTERNATIONAL, 2023; 236 (2): 1026

Abstract

This paper presents a weakly supervised machine learning method, which we call DAS-N2N, for suppressing strong random noise in distributed acoustic se......

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