Probabilistic and Explainable Machine Learning for Tabular Power Grid Data. - Alexandra Nikoltchovska; Sebastian Pütz; Xiao Li 075; Veit Hagenmeyer; Benjamin Schäfer 001 (e-Energy, 2025)

Learning the Frequency Dynamics of the Power System Using Higher-order Dynamic Mode Decomposition. - Xiao Li 075; Xinyi Wen; Benjamin Schäfer 001 (CoRR, 2025)

Pre-Processed Power Grid Frequency Time Series (2020-2023). - Alexandra Nikoltchovska; Sebastian Pütz; Xiao Li 075; Veit Hagenmeyer; Benjamin Schäfer 001 (Zenodo, 2025)

Predicting Power grid frequency dynamics with invertible Koopman-based architectures. - Eric Lupascu; Xiao Li 075; Benjamin Schäfer 001 (OSMSES, 2026)

PowerSINDy: Identifying Nonlinear Time-Dependent Dynamics in Power Grid Frequency. - Xinyi Wen; Xiao Li 075; Leonardo Rydin Gorjão; Veit Hagenmeyer; Benjamin Schäfer 001 (CoRR, 2026)