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Hana YAHIA

Université Paris-Dauphine, PSL Research University - MINES ParisTech

60 boulevard Saint Michel

Paris, 75272

France

  • Université Paris-Dauphine, PSL Research University - MINES ParisTech

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Physics-Informed Neural Network for the Estimation of Bit Rotation Speed and Friction Parameters in Drilling

Number of pages: 60 Posted: 18 Feb 2025
Hana YAHIA, Florent DI MEGLIO, Bruno FIGLIUZZI, Laurent Gerbaud, Stephane MENAND and Mohamed MAHJOUB
Université Paris-Dauphine, PSL Research University - MINES ParisTech, Université Paris-Dauphine, PSL Research University - MINES ParisTech, Université Paris-Dauphine, PSL Research University - MINES ParisTech, École Nationale Supérieure des Mines de Paris, affiliation not provided to SSRN and affiliation not provided to SSRN
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Abstract:

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Physics, Machine learning, Parameters estimation, Physics-Informed Neural Networks (PINNs), Transfer learning