Author

Han Xiao

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#machine learning Preprint Sep 2026

SeisBench DAS: A machine learning framework for Distributed Acoustic Sensing

Fibre optic sensing, such as distributed acoustic sensing (DAS), has become a widespread technology for geophysical studies. To process the large-scale datasets produced by DAS, several machine learning methods have been proposed. However, without standardization of data and models, these methods lack comparability and...

Jannes Münchmeyer, Han Xiao, Frederik Tilmann · 0 citations