Reinforcement learning of optimal active particle navigation. - Mahdi Nasiri; Benno Liebchen (CoRR, 2022)

Optimal active particle navigation meets machine learning. - Mahdi Nasiri; Hartmut Löwen; Benno Liebchen (CoRR, 2023)

Optimizing collective behavior of communicating active particles with machine learning. - Jens Grauer; Fabian Jan Schwarzendahl; Hartmut Löwen; Benno Liebchen (Mach. Learn. Sci. Technol., 2024)

AMEP: The active matter evaluation package for Python. - Lukas Hecht; Kay-Robert Dormann; Kai Luca Spanheimer; Mahdieh Ebrahimi; Malte Cordts; Suvendu Mandal; Aritra K. Mukhopadhyay; Benno Liebchen (Comput. Phys. Commun., 2025)