arxivstat.MLcs.LGphysics.comp-ph2026-06-27
A Bayesian latent Gaussian process framework for aerodynamic uncertainty quantification
Geoffrey Davis, Ashwin Renganathan
Predicting the aerodynamic performance (e.g. lift, drag, and moment coefficients) of an aircraft is challenging -- computational models are biased and direct simulations are prohibitive. A pragmatic way to overcome this limitation is by calibrating low-fidelity computational pred…