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Junyou Zhu

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Technische Universität Berlin
Machine Learning (ML)

Marchstraße 23, 10587 Berlin

© J Zhu

Junyou Zhu

Doctoral Researcher

Affiliation:  Machine Learning Group at TU Berlin

Junyou Zhu is a PhD candidate in the Machine Learning Group, Department of Computer Science, at Technische Universität Berlin, Germany, supervised by Prof. Klaus-Robert Müller and Prof. Jürgen Kurths. In parallel, he is a doctoral researcher at the Potsdam Institute for Climate Impact Research (PIK), where he works on the project “Explainable AI for Dynamic Stability Assessment” under the guidance of Dr. Frank Hellmann.

His research interests include physics-inspired graph representation learning (GRL) methods and AI for scientific applications, with a particular focus on dynamic stability prediction in complex networks and pattern mining in extreme climate events.

Junyou Zhu, Christian Nauck, Klaus-Robert Müller, Michael Lindner, Langzhou He, Philip S. Yu, Jürgen Kurths, Frank Hellmann

Network Measure-Enriched GNNs: A New Framework for Power Grid Stability Prediction

January 11, 2026
https://ieeexplore.ieee.org/document/11214469