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Persoonlijk profiel

Research profile

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.

Academic background

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.

Vingerafdruk Verdiep u in de onderzoeksgebieden waarop Dhruv Khandelwal actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.

  • 2 Soortgelijke profielen

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Projecten

Onderzoeksoutput

A Tree Adjoining Grammar representation for models of stochastic dynamical systems

Khandelwal, D., Schoukens, M. & Tóth, R., sep 2020, In : Automatica. 119, 8 blz., 109099.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

  • Automating data-driven modelling of dynamical systems: an evolutionary computation approach

    Khandelwal, D., 4 mrt 2020, Eindhoven: Technische Universiteit Eindhoven. 255 blz.

    Onderzoeksoutput: ScriptieDissertatie 1 (Onderzoek TU/e / Promotie TU/e)

    Open Access
    Bestand
    148 Downloads (Pure)

    Data-driven modelling of dynamical systems using tree adjoining grammar and genetic programming

    Khandelwal, D., Schoukens, M. & Toth, R., 1 jun 2019, 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, blz. 2673-2680 8 blz. 8790250

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

  • 1 Citaat (Scopus)
    5 Downloads (Pure)

    Grammar-based representation and identification of dynamical systems

    Khandelwal, D., Schoukens, M. & Toth, R., 1 jun 2019, 2019 18th European Control Conference, ECC 2019. Piscataway: Institute of Electrical and Electronics Engineers, blz. 1318-1323 6 blz. 8795719

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

  • 1 Citaat (Scopus)
    2 Downloads (Pure)

    On the simulation of polynomial NARMAX models

    Khandelwal, D., Schoukens, M. & Toth, R., 18 jan 2019, 2018 IEEE Conference on Decision and Control (CDC) . PIscataway: Institute of Electrical and Electronics Engineers, blz. 1445-1450 6 blz. 8619372

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

  • 3 Downloads (Pure)

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