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dr. G. Rattan (Gaurav)

Assistant Professor

About Me

I am an assistant professor at University of Twente since May 2024. Previously, I was a postdoc at TU Darmstadt in the group of Pascal Schweitzer and a DFG Eigene Stelle researcher at RWTH Aachen in the group of Martin Grohe. 

My primary research is centered on graphs and networks, in particular, the study of classic computational problems on graphs using mathematical techniques such as logic and algebra.  

My current research is centered on the mathematical foundations of machine learning on graphs and discrete structures, with the goal of facilitating a theory-driven design and analysis of graph learning models. Along the way, I also explore practical applications of graph learning tools such as graph neural networks (GNNs) to real-world applications. 

 

 

Research

My primary research is centered on graphs and networks, in particular, the study of classic computational problems on graphs using mathematical techniques such as logic and algebra.  

My current research is centered on the mathematical foundations of machine learning on graphs and discrete structures, with the goal of facilitating a theory-driven design and analysis of graph learning models. Along the way, I also explore practical applications of graph learning tools such as graph neural networks (GNNs) to real-world applications. 

For more, checkout my Google Scholar profile and my dblp profile.


Google Scholar Link

Contact Details

Visiting Address

University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling (building no. 11), room 4029
Hallenweg 19
7522NH  Enschede
The Netherlands

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Mailing Address

University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling  4029
P.O. Box 217
7500 AE Enschede
The Netherlands