Mario uses numerical simulations to study our Universe’s gravitational dynamics laboratories, star clusters. As a Marie Curie Fellow he focuses on improving the tools of numerical astronomers working on star clusters through machine learning, seeking to train generative models to provide better initial conditions for simulations, to obtain more principled approaches to evaluate simulation realism, and to optimize simulation runs given a scientific goal.