Machine learning stochastic differential equations for the evolution of order parameters of classical many-body systems in and out of equilibrium. - Francesco Carnazza; Federico Carollo; Sabine Andergassen; Georg Martius; Miriam Klopotek; Igor Lesanovsky (Mach. Learn. Sci. Technol., 2024)

Interpretable Machine Learning in Physics: A Review. - Sebastian Johann Wetzel; Seungwoong Ha; Raban Iten; Miriam Klopotek; Ziming Liu (CoRR, 2025)

Robustly optimal dynamics for active matter reservoir computing. - Mario U. Gaimann; Miriam Klopotek (CoRR, 2025)