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Evaluation of physics-informed neural networks (PINN) in the solution of the Reynolds equation

Douglas Jhon Ramos, Barbara Zaparoli Cunha, Gregory Bregion Daniel

2023Journal of the Brazilian Society of Mechanical Sciences and Engineering20 citationsDOI

Topics & Concepts

Artificial neural networkReynolds equationField (mathematics)Partial differential equationBoundary (topology)Reynolds numberComputer scienceFluid bearingArtificial intelligenceApplied mathematicsMathematicsLubricationMechanical engineeringPhysicsEngineeringMathematical analysisMechanicsTurbulencePure mathematicsTribology and Lubrication EngineeringHydraulic and Pneumatic SystemsMachine Fault Diagnosis Techniques
Evaluation of physics-informed neural networks (PINN) in the solution of the Reynolds equation | Litcius