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Physics-informed deep learning to forecast [Formula: see text] during hydraulic fracturing

Short-term forecasting of estimated maximum magnitude ([Formula: see text] ) is crucial to mitigate risks of induced seismicity during fluid stimulation. Most previous methods require real-time injection data, which are not always available. This study proposes two deep learning (DL) approaches, alo...

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Detalles Bibliográficos
Autores principales:	Li, Ziyan, Eaton, David W., Davidsen, Jörn
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10423224/ https://www.ncbi.nlm.nih.gov/pubmed/37573471 http://dx.doi.org/10.1038/s41598-023-40403-2

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