Karthik Ramaswamy
Department
Group

RESEARCH PROFILE
Karthik Raghavan was born in Chennai, India in 1989. He received his Bachelor of Engineering in Electrical and Electronics in 2011 from Anna University, India. He worked as Control & Automation engineer at Larsen & Toubro for 4 years after his bachelors. During the period of his work he completed his MBA degree. In 2017, he received his M.Sc. degree in Systems and Control (with great appreciation) at Eindhoven University of Technology. His M.Sc. thesis, entitled “Improved sampling for ensemble based reservoir optimization with and without uncertainty” was supervised by prof.dr.ir. P.M.J. Van den Hof. Currently, Karthik is working on the project System Identification in Dynamic Networks (SYSDYNET) as a PhD candidate under supervision of prof.dr.ir. P.M.J. Van den Hof at TU/e.
Recent Publications
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A frequency domain approach for local module identification in dynamic networks
Automatica (2022) -
A scalable multi-step least squares method for network identification with unknown disturbance topology
Automatica (2022) -
A guide to learning modules in a dynamic network
(2022) -
Learning local modules in dynamic networks without prior topology information
60th IEEE Conference on Decision and Control, CDC 2021 (2022) -
A local direct method for module identification in dynamic networks with correlated noise
IEEE Transactions on Automatic Control (2021)
Ancillary Activities
No ancillary activities