- Nationality: Spanish
PhD Thesis
Multi-Fidelity Surrogate Models for High Dimensional Aerodynamic Data
Supervisors
Rodrigo Castellanos García de Blas (UC3M) and Esther Andrés Pérez (INTA)
Abstract
This thesis aims to develop advanced multifidelity models for precise aerodynamic prediction in transonic regimes. By strategically integrating high-fidelity data, whether from experimental measurements or high-resolution simulations, with low-fidelity CFD results, this research seeks to produce surrogate models that significantly enhance prediction accuracy, empowering more refined aircraft design and performance evaluation.
