Dhruv Khandelwal is a PhD candidate at the Control System group in the Department of Electrical Engineering at Eindhoven University of Technology. His current research focus is on automating the process of obtaining data-driven models of dynamical systems using concepts inspired from computer intelligence and computational linguistics.
Dhruv Khandelwal completed his Bachelors studies at the Department of Electrical Engineering in Vellore Institute of Technology in 2013. He received his Masters degree at the Control Systems group in the Department of Electrical Engineering (EE) at Eindhoven University of Technology (TU/e) in 2015. in January 2016, he started working as a PhD candidate in the Control Systems group (in EE, TU/e) under the supervision of dr. Roland Tóth. He works on the project titled 'Control And Data-driven modelling Using SYmbolic regression (CADUSY)'. Presently, he is also co-supervised by dr. Maarten Schoukens.
Data-driven modelling of dynamical systems using tree adjoining grammar and genetic programming2019 IEEE Congress on Evolutionary Computation, CEC 2019 (2019)
Grammar-based representation and identification of dynamical systems18th European Control Conference, ECC 2019 (2019)
On the simulation of polynomial NARMAX models57th IEEE Conference on Decision and Control, CDC 2018 (2018)
Method for accurate fault diagnosis in an inkjet print head(2017)
Data-driven modelling of LTI systems using symbolic regression36th Benelux Meeting on Systems and Control, 28-30 March 2017, Spa, Belgium (2017)
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