ConfEviSurrogate: A Conformalized Evidential Surrogate Model for Uncertainty Quantification

Yuhan Duan, Xin Zhao, Neng Shi +1

Surrogate models, crucial for approximating complex simulation data across sciences, inherently carry uncertainties that range from simulation noise to model prediction errors. Wit…