Junyou 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, Langzhou He, Fenying Cai, Christian Nauck, Ping Xiong, Chao Gao, Philip S. Yu, Klaus-Robert Müller, Jürgen Kurths, Frank Hellmann
Stability-Shaped Deep Graph Learning
Junyou Zhu, Christian Nauck, Klaus-Robert Müller, Michael Lindner, Langzhou He, Philip S. Yu, Jürgen Kurths, Frank Hellmann