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Inverse modeling of nonisothermal multiphase poromechanics using physics-informed neural networks

Danial Amini, Ehsan Haghighat, Rubén Juanes

2023Journal of Computational Physics58 citationsDOI

Topics & Concepts

MultiphysicsSolverInverseInverse problemAnsatzArtificial neural networkApplied mathematicsConsolidation (business)Nonlinear systemComputer sciencePorous mediumMathematical optimizationMathematicsPhysicsFinite element methodEngineeringArtificial intelligenceMathematical analysisPorosityGeotechnical engineeringThermodynamicsGeometryMathematical physicsQuantum mechanicsBusinessAccountingSeismic Imaging and Inversion TechniquesModel Reduction and Neural NetworksDrilling and Well Engineering
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