T. Price-Broncucia

Ultra-fast Unscented Kalman Inversion for the Calibration of Expensive Reduced Chaotic Models

Abstract. The high-fidelity computer models traditionally used for weather and climate prediction have extremely high computational costs. While reduced models exist, their utility is limited in part because their calibration poses a host of difficulties, including chaotic dynamics that prevent the use of adjoint meth...