Intelligent element: Coupling Green function approach and artificial intelligence to reduce discretization effort

This research work presents a method that modifies a classical numerical method using artificial intelligence (AI) and takes advantage of an analytical method to minimize the usual need for increasing discretization. Its formulation is based on the integration of two main concepts: the reciprocity t...

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Veröffentlicht in:	International journal for numerical and analytical methods in geomechanics 2023-04, Vol.47 (6), p.1051-1072
Hauptverfasser:	Peres, Matheus L., Sotelino, Elisa D., Mesquita, Leonardo C.
Format:	Artikel
Sprache:	eng
Schlagworte:	Analytical methods Artificial intelligence artificial neural network Artificial neural networks Boundary conditions computational methods Depletion Discretization Geomechanics Green function Green's function Green's functions Material properties Mathematical models Neural networks Numerical methods Pore pressure Predictions Reciprocity Reciprocity theorem
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