Computational Aerothermal Uncertainty Quantification and Probabilistic Design Methods
This research develops rigorous uncertainty quantification frameworks that propagate modeling, numerical, and experimental uncertainties through hypersonic thermal analysis workflows. The work generates probabilistic thermal design margins and reliability assessment methodologies that replace deterministic approaches with scientifically defensible risk-based design criteria.