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Benchmarking convolutional neural network and graph neural network based surrogate models on a real-world car external aerodynamics dataset

Sam Jacob Jacob, Markus Mrosek, Carsten Othmer, Harald Koestler

2025Computers & Fluids8 citationsDOIOpen Access PDF

Topics & Concepts

BenchmarkingComputer scienceConvolutional neural networkAerodynamicsArtificial neural networkSurrogate modelGraphArtificial intelligenceMachine learningAerospace engineeringTheoretical computer scienceEngineeringMarketingBusinessModel Reduction and Neural NetworksAerodynamics and Fluid Dynamics ResearchFluid Dynamics and Turbulent Flows
Benchmarking convolutional neural network and graph neural network based surrogate models on a real-world car external aerodynamics dataset | Litcius