2 papers
eess.SY2026
Data-Driven Discovery of Multiscale Power System Oscillation Governing Equations Using SINDy-SENDAI
Andrea Pomarico, Yuxuan Bao, Liyao Mars Gao +4
Monitoring electromechanical oscillations is crucial for maintaining the stability of modern power systems, particularly in the presence of increasing penetrations of inverter-base…
cs.CE2025
Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms
Philippe Martin Wyder, Judah Goldfeder, Alexey Yermakov +11
Machine learning (ML) is transforming modeling and control in the physical, engineering, and biological sciences. However, rapid development has outpaced the creation of standardiz…