Cold Diffusion Model for Seismic Denoising

Seismic waves contain information about the earthquake source, the geologic structure they traverse, and many forms of noise. Separating the noise from the earthquake is a difficult task because optimal parameters for filtering noise typically vary with time and, if chosen inappropriately, may stron...

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Bibliographic Details
Published inJournal of geophysical research. Machine learning and computation Vol. 1; no. 2
Main Authors Trappolini, Daniele, Laurenti, Laura, Poggiali, Giulio, Tinti, Elisa, Galasso, Fabio, Michelini, Alberto, Marone, Chris
Format Journal Article
LanguageEnglish
Published 01.06.2024
Subjects
cold diffusion
deep learning
denoising
diffusion model
seismology
Online AccessGet full text
ISSN2993-5210
2993-5210
DOI10.1029/2024JH000179

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