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I am a tenure track assistant professor (W1) at RWTH Aachen university. My research deals with the analysis of complex systems that can be abstracted as networks or graphs. A central methodological issue underlying my research is how one can study and integrate the multiple levels of organization which are commonly found in a range of systems. My research combines ‘bottom-up’ dynamical models, and ‘top-down’ data-driven approaches, and uses a blend of tools from control theory, dynamical systems, stochastic processes, machine learning and statistics.
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论文共 84 篇作者统计合作学者相似作者
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ICLR 2024 (2024)
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Mustafa Hajij,Mathilde Papillon,Florian Frantzen,Jens Agerberg, Ibrahem AlJabea,Ruben Ballester,Claudio Battiloro,Guillermo Bernárdez,Tolga Birdal, Aiden Brent,Peter Chin,Sergio Escalera,
CoRR (2024)
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ACM Transactions on Mathematical Software (2024)
CoRR (2024)
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CoRR (2024): 9751-9755
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