We will discuss recent developments on the data-driven enhanced preconditioners for parametric radiative transfer equation based on reduced order model (ROM), and explore the possibility in extending these preconditioners to other equations or leveraging other surrogate modelling techniques. Students should seek the course instructor’s approval to take this course.