Optimal Importance Sampling via Stochastic Optimal Control for Stochastic Reaction Networks. - Chiheb Ben Hammouda; Nadhir Ben Rached; Raúl Tempone; Sophia Wiechert (CoRR, 2021)

Learning-based importance sampling via stochastic optimal control for stochastic reaction networks. - Chiheb Ben Hammouda; Nadhir Ben Rached; Raúl Tempone; Sophia Wiechert (Stat. Comput., 2023)

Automated importance sampling via optimal control for stochastic reaction networks: A Markovian projection-based approach. - Chiheb Ben Hammouda; Nadhir Ben Rached; Raúl Tempone; Sophia Wiechert (J. Comput. Appl. Math., 2024)