Modeling of Fracture Propagation in Concrete Structures Using a Constitutive Relation with Embedded Discontinuity by Pietruszczak Stanisław, Haghighat Ehsan

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SciANN: A Keras/TensorFlow wrapper for scientific computations and physics-informed deep learning using artificial neural networks by Haghighat, Ehsan, Juanes, Ruben

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An efficient phase-field model of shear fractures using deviatoric stress split by Haghighat, Ehsan, Santillán, David

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Physics-informed neural network simulation of multiphase poroelasticity using stress-split sequential training by Haghighat, Ehsan, Amini, Danial, Juanes, Ruben

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Physics-Informed Neural Network Solution of Thermo–Hydro–Mechanical Processes in Porous Media by Amini, Danial, Haghighat, Ehsan, Juanes, Ruben

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A viscoplastic model of creep in shale by Haghighat, Ehsan, Rassouli, Fatemeh S, Zoback, Mark D, Juanes, Ruben

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A nonlocal physics-informed deep learning framework using the peridynamic differential operator by Haghighat, Ehsan, Bekar, Ali Can, Madenci, Erdogan, Juanes, Ruben

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