@article{machinelearningfortheidentificationof, title = {Machine Learning for the identification of phase-transitions in interacting agent-based systems: a Desai-Zwanzig example}, author = {Nikolaos Evangelou and Dimitrios G. Giovanis and George A. Kevrekidis and Grigorios A. Pavliotis and Ioannis G. Kevrekidis}, year = {2023}, eprint = {2310.19039}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2310.19039v2}, }