Enhancing generalization in endwall film cooling prediction: Incorporating the superposition principle into transformer-based neural operators

arXiv:2609.31633v1 Announce Type: new Abstract: In this study, a physics-enhanced neural operator framework is proposed to enhance the generalization prediction ability of the cooling layout of a turbine endwall with variable number of film holes. Specifically, inspired by the film cooling superpos…

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1. 2026-09-30 04:00 · arXiv cs.LG
   Enhancing generalization in endwall film cooling prediction: Incorporating the superposition principle into transformer-based neural operators