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Empirical and Conceptual Challenges in Hydraulic Fracturing with Special Reference to the Inflow
Publisher: ASCE
Abstract: In this paper, a systematic study was carried out to computationally explore the significance of different mechanisms involved in hydraulic fracturing treatments in practice, with special reference given to the hydrofracture ...
A Physics-Informed Neural Network Approach to Solution and Identification of Biharmonic Equations of Elasticity
Publisher: ASCE
Abstract: We explore an application of the Physics-Informed Neural Networks (PINNs) in conjunction with Airy stress functions and Fourier series to find optimal solutions to a few reference biharmonic problems of elasticity and ...
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