Active Learning with Fully Bayesian Neural Networks for Discontinuous and Nonstationary Data

Maxim Ziatdinov

Active learning optimizes the exploration of large parameter spaces by strategically selecting which experiments or simulations to conduct, thus reducing resource consumption and p…