Deep Probabilistic Surrogate Networks for Universal Simulator Approximation. - Andreas Munk 001; Adam Scibior; Atilim Günes Baydin; Andrew Stewart; Goran Fernlund; Anoush Poursartip; Frank Wood (CoRR, 2019)

Theory-Guided Machine Learning for Process Simulation of Advanced Composites. - Navid Zobeiry; Anoush Poursartip (CoRR, 2021)

Probabilistic surrogate networks for simulators with unbounded randomness. - Andreas Munk 001; Berend Zwartsenberg; Adam Scibior; Atilim Günes Baydin; Andrew Stewart; Goran Fernlund; Anoush Poursartip; Frank Wood (UAI, 2022)