Including Physics in Deep Learning - An example from 4D seismic pressure saturation inversion

Geoscience data often have to rely on strong priors in the face of uncertainty. Additionally, we often try to detect or model anomalous sparse data that can appear as an outlier in machine learning models. These are classic examples of imbalanced learning. Approaching these problems can benefit from...

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Bibliographische Detailangaben

Hauptverfasser:	Dramsch, Jesper Soeren, Corte, Gustavo, Amini, Hamed, MacBeth, Colin, Lüthje, Mikael
Format:	Video
Sprache:	eng
Schlagworte:	FOS: Earth and related environmental sciences Geophysics
Online-Zugang:	Volltext bestellen
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