Physics informed machine learning: Seismic wave equation

Similar to many fields of sciences, recent deep learning advances have been applied extensively in geosciences for both small- and large-scale problems. However, the necessity of using large training data and the ‘black box’ nature of learning have limited them in practice and difficult to interpret...

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Veröffentlicht in:	Di xue qian yuan. 2020-11, Vol.11 (6), p.1993-2001
Hauptverfasser:	Karimpouli, Sadegh, Tahmasebi, Pejman
Format:	Artikel
Sprache:	eng
Schlagworte:	Gaussian process (GP) Optimization Physics informed machine learning (PIML) Seismic wave
Online-Zugang:	Volltext
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