Surrogate-based Bayesian calibration methods for chaotic systems: a comparison of traditional and non-traditional approaches

Maike F. Holthuijzen, Atlanta Chakraborty, Elizabeth Krath +1

Parameter calibration is essential for reducing uncertainty and improving predictive fidelity in physics-based models, yet it is often limited by the high computational cost of mod…