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Deep Learning for Seismic Data Processing and Interpretation

Valentin Tschannen
Geophysics [physics.geo-ph]. Université PSL, 2020. English. ⟨NNT : ⟩
Theses tel-02962268v1
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Extracting horizon surfaces from 3D seismic data using deep learning

Valentin Tschannen , Matthias Delescluse , Norman Ettrich , Janis Keuper
Geophysics, 2020, 85 (3), pp.N17-N26. ⟨10.1190/geo2019-0569.1⟩
Journal articles hal-02560737v1
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Detection of point scatterers using diffraction imaging and deep learning

Valentin Tschannen , Norman Ettrich , Matthias Delescluse , Janis Keuper
Geophysical Prospecting, 2019, ⟨10.1111/1365-2478.12889⟩
Journal articles hal-02354803v1