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Error estimates and physics informed augmentation of neural networks for thermally coupled incompressible Navier Stokes equations

Shoaib Goraya, Nahil Sobh, Arif Masud

2023Computational Mechanics10 citationsDOIOpen Access PDF

Topics & Concepts

Finite element methodLaminar flowResidualConvergence (economics)Applied mathematicsMathematicsPartial differential equationPressure-correction methodCollocation (remote sensing)Artificial neural networkCompressibilityRate of convergenceNavier–Stokes equationsMathematical analysisPhysicsComputer scienceChannel (broadcasting)AlgorithmMechanicsComputer networkThermodynamicsEconomicsMachine learningEconomic growthModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsFluid Dynamics and Vibration Analysis
Error estimates and physics informed augmentation of neural networks for thermally coupled incompressible Navier Stokes equations | Litcius