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Surrogate modeling of heat transfer under flow fluctuation conditions using Fourier Basis-Deep Operator Network with uncertainty quantification

Qiyun Cheng, Md. Hossain Sahadath, Huihua Yang, Shaowu Pan, Wei Ji

2025Progress in Nuclear Energy6 citationsDOI

Topics & Concepts

Basis (linear algebra)Fourier transformOperator (biology)Heat transferFlow (mathematics)Fourier analysisComputer scienceMechanicsSurrogate modelPhysicsMathematicsMathematical analysisMachine learningBiochemistryGeometryGeneTranscription factorChemistryRepressorModel Reduction and Neural NetworksHeat Transfer MechanismsHeat Transfer and Optimization
Surrogate modeling of heat transfer under flow fluctuation conditions using Fourier Basis-Deep Operator Network with uncertainty quantification | Litcius