Deep Bayesian Active Learning for Accelerating Stochastic Simulation

Dongxia Wu, Ruijia Niu, Matteo Chinazzi +3

Stochastic simulations such as large-scale, spatiotemporal, age-structured epidemic models are computationally expensive at fine-grained resolution. While deep surrogate models can…