Surrogate modeling for probability distribution estimation:uniform or adaptive design?

Maijia Su, Ziqi Wang, Oreste Salvatore Bursi +1

The active learning (AL) technique, one of the state-of-the-art methods for constructing surrogate models, has shown high accuracy and efficiency in forward uncertainty quantificat…