Projects per year
Personal profile
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.
Education/Academic qualification
Mechanical engineering, Master, Eindhoven University of Technology
Award Date: 31 Aug 2017
Business administration, Master
Award Date: 12 May 2014
Electrical engineering, Bachelor, Anna University
Award Date: 11 Apr 2011
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Projects
- 1 Active
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SYSDYNET: Data-Driven Modeling in Dynamic Networks
Van den Hof, P. M. J., Van den Hof, P. M. J., Haesaert, S., Kivits, E. M. M. (., Shi, S., Weiland, S., Lazar, M., Donkers, M. C. F. (., Tóth, R., Steentjes, T. R. V., Ramaswamy, K., Ludlage, J. H. A., Dreef, H. J. (., Cheng, X., Nawijn, H. & van der Hagen, D.
1/09/16 → 31/08/21
Project: Research direct
Research Output
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Improved sampling strategies for ensemble-based optimization
Ramaswamy, K. R., Fonseca, R. M., Leeuwenburgh, O., Siraj, M. M. & Van den Hof, P. M. J., 1 Jun 2020, In : Computational Geosciences. 24, 3, p. 1057-1069 13 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
A local direct method for module identification in dynamic networks with correlated noise
Ramaswamy, K. & van den Hof, P. M. J., Aug 2019, In : arXiv. 15 p., 1908.00976v1.Research output: Contribution to journal › Article › Academic
Open AccessFile14 Downloads (Pure) -
Generalized sensing and actuation schemes for local module identification in dynamic networks
Ramaswamy, K. R., Van Den Hof, J. P. M. & Dankers, A. G., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers, p. 5519-5524 6 p. 9029338Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Local module identification in dynamic networks using regularized kernel-based methods
Ramaswamy, K. R., Bottegal, G. & Van den Hof, P. M. J., 18 Jan 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Piscataway: Institute of Electrical and Electronics Engineers, p. 4713-4718 6 p. 8619436Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile3 Citations (Scopus)50 Downloads (Pure) -
Local module identification in dynamic networks with correlated noise: The full input case
Van Den Hof, P. M. J., Ramaswamy, K. R., Dankers, A. G. & Bottegal, G., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers, p. 5494-5499 6 p. 9029448Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
2 Citations (Scopus)
Student theses
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Improved sampling for ensemble-based reservoir optimization with and without uncertainty
Author: Ramaswamy, K., 2017Supervisor: Van den Hof, P. (Supervisor 1), Fonseca, R. M. (External person) (Supervisor 1), Leeuwenburgh, O. (External person) (Supervisor 1), Grammatico, S. (Supervisor 1) & Siraj, M. (Supervisor 1)
Student thesis: Master
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