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Model Analytics and Management Model analytics and management Citation for published version (APA): Babur, Ö. (2019). Model analytics and management. Technische Universiteit Eindhoven. Document status and date: Published: 20/02/2019 Document Version: Publisher’s PDF, also known as Version of Record (includes final page, issue and volume numbers) Please check the document version of this publication: • A submitted manuscript is the version of the article upon submission and before peer-review. There can be important differences between the submitted version and the official published version of record. People interested in the research are advised to contact the author for the final version of the publication, or visit the DOI to the publisher's website. • The final author version and the galley proof are versions of the publication after peer review. • The final published version features the final layout of the paper including the volume, issue and page numbers. Link to publication General rights Copyright and moral rights for the publications made accessible in the public portal are retained by the authors and/or other copyright owners and it is a condition of accessing publications that users recognise and abide by the legal requirements associated with these rights. • Users may download and print one copy of any publication from the public portal for the purpose of private study or research. • You may not further distribute the material or use it for any profit-making activity or commercial gain • You may freely distribute the URL identifying the publication in the public portal. If the publication is distributed under the terms of Article 25fa of the Dutch Copyright Act, indicated by the “Taverne” license above, please follow below link for the End User Agreement: www.tue.nl/taverne Take down policy If you believe that this document breaches copyright please contact us at: [email protected] providing details and we will investigate your claim. Download date: 24. Sep. 2021 Model Analytics and Management Model Invitation Model Analytics and You are cordially invited to the public defense of my Management dissertation Model Analytics and Management Time: Wednesday 20 February 2019 at 16:00 Location: Auditorium, Senaatszaal Eindhoven University of Technology A reception will be held after the defense ceremony Önder Babur Önder Babur [email protected] Önder Babur Model Analytics and Management PROEFSCHRIFT ter verkrijging van de graad van doctor aan de Technische Universiteit Eindhoven, op gezag van de rector magnificus, prof.dr.ir. F.P.T. Baaijens, voor een commissie aangewezen door het College voor Promoties, in het openbaar te verdedigen op woensdag 20 februari 2019 om 16.00 uur door Önder Babur geboren te Ankara, Turkije Dit proefschrift is goedgekeurd door de promotoren en de samenstelling van de promotiecom- missie is als volgt: voorzitter: prof.dr. J.J. Lukkien promotor: prof.dr. M.G.J. van den Brand copromotor: dr.ir. L.G.W.A. Cleophas commitee: prof.dr. M.R.V. Chaudron (Chalmers | University of Gothenburg) prof.dr. M. Pechenizkiy Prof.Dr.-Ing. I. Schaefer (Technische Universität Braunschweig) dr. A. Serebrenik prof.dr.ir. B. Tekinerdogan (Wageningen University & Research) Het onderzoek of ontwerp dat in dit proefschrift wordt beschreven is uitgevoerd in overeenstem- ming met de TU/e Gedragscode Wetenschapsbeoefening. Model Analytics and Management Önder Babur Promotor: prof.dr. M.G.J. van den Brand (Eindhoven University of Technology) Copromotor: dr.ir. L.G.W.A. Cleophas (Eindhoven University of Technology) Additional members of the reading committee: prof.dr. M.R.V. Chaudron (Chalmers | University of Gothenburg, Sweden) prof.dr. M. Pechenizkiy (Eindhoven University of Technology) Prof.Dr.-Ing. I. Schaefer (Technische Universität Braunschweig, Germany) dr. A. Serebrenik (Eindhoven University of Technology) prof.dr.ir. B. Tekinerdogan (Wageningen University & Research) The work in this thesis has been carried out under the auspices of the research school IPA (Insti- tute for Programming research and Algorithmics). IPA dissertation series 2019-03. Part of the work in this thesis has been carried out as part of the European Union’s FP7 project - Multiscale Modelling Platform: Smart design of nano-enabled products in green technologies - under grant agreement No. 604279. A catalogue record is available from the Eindhoven University of Technology Library ISBN: 978-90-386-4707-4 Cover design: the original graphics of the cover with license CC BY-SA 3.0 is originally down- loaded from Internet with the following URL. A minor modification on the color scheme has been performed. https://commons.wikimedia.org/wiki/File:SocialNetworkAnalysis.png Social network visualization. Published in: Grandjean Martin (2015). "Introduction à la visualisation de données, l’analyse de réseau en histoire" Geschichte und Informatik, 18/19, 2015, 109-128. c Önder Babur, 2019. Printed by ProefschriftMaken All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronically, mechanically, photocopying, recording or otherwise, without prior permission of the author. In loving memory of my mother Acknowledgements It has been a long and difficult journey for me to get to the point of completing my PhD. After moving around in Europe — Master’s degree and a bit of working in Germany, then research internship in Spain — I was very lucky to get in touch with Mark van den Brand, who offered me a PhD position at Eindhoven University of Technology. I realize that was the time when I finally found the right place to be, the right people to work with and a sense of belonging. I’m grateful to Mark to have such a positive impact on my career and personal life. I’m forever in debt to him for being the mentor he has been all the time, with constant encouragement, guidance and delightful conversations too; especially the ones about food and wine! The first two years, I had the chance to work with Tom Verhoeff as my daily supervisor in the context of our project MMP. I thank him dearly for bearing with me in the alien territories of multiphysics modelling and simulation. The turning point that led to the successful completion of this thesis, however, is when I decided to change my topic and came up with the idea of model analytics and management. In the beginning, I encountered quite a few obstacles, but I believed in my idea and persevered with my research. Loek Cleophas, who took over the role of my daily supervisor, had a huge impact in my success. I am very happy and grateful having had him by my side. I also thank Alexander Serebrenik, who supported me with a critical stance (despite not being my supervisor) and Ramon Schiffelers for providing me a nice environment at ASML to collaborate. I have been very happy and felt at home at the MDSE group. During my five years, I have had the company of many colleagues, some of whom have already left. I thank them sincerely for constituting the warm welcoming environment in the group, in alphabetical order: Alexan- der Aroyo, Alexander Fedotov, Aminah Zawedde, Ana-Maria Sutii, Anton Wijs, Arash Khab- baz Saberi, Bogdan Vasilescu, Dan Zhang, Dragan Bosnacki, Erik de Vink, Erik Scheffers, Fei Yang, Felipe Ebert, Frank Peter, Gerard Zwaan, Guilherme Amaral Avelino, Ion Barosan, Jae- won Oh, Jan Friso Groote, Joost Gabriels, Josh Mengerink, Jouke Stoel, Jurgen Vinju, Kees Huizing, Kousar Aslam, Lou Somers, Luc Engelen, Luna Luo, Maarten Manders, Mahmoud Talebi, Margje Mommers-Lenders, Maurice Laveaux, Mauricio Verano Merino, Miguel Botto Tobar, Muhammad Osama, Neda Noroozi, Olav Bunte, Omar Alzuhaiby, Priyanka Karkhanis, Raquel Alvarez Ramirez, Reinier Post, Rick Erkens, Rob Faessen, Rodin Aarssen, Ruurd Kuiper, Sander de Putter, Sangeeth Kochanthara, Sarmen Keshishzadeh, Serguei Roubtsov, Sjoerd Cra- nen, Thomas Neele, Tim Willemse, Tineke van den Bosch, Ulyana Tikhonova, Weslley Torres, Wieger Wesselink, Yanja Dajsuren and Yuexu Chen. ii Throughout my PhD, I have got in touch and collaborated with several colleagues. First of all, I appreciate the contribution of Bedir Tekinerdogan, Mehmet Ak¸sitand Maurice van Keulen for acquiring our community building project, and the committee of 4TU.NIRICT for giving us the opportunity. I am more than happy to have worked with our colleagues from Technische Universität Braunschweig, David Wille, Christoph Seidl and Ina Schaefer. I’m also grateful for Wilbert Alberts for supporting our collaboration at ASML. Last but not least, regarding the workshops MOMA3N and AMMoRe, thanks to the fellow colleagues Michel Chaudron and Davide Di Ruscio for support & co-chairing, and the program committee members for reviewing. Besides doing research, I have been involved in supervising and working with students. I would like to explicitly thank Aishwarya Suresh, James Hay and Jia Zhang for their direct and indirect contributions in the thesis. Furthermore, I would like to extend my sincere gratitude to the members of my reading com- mittee for reviewing this dissertation and providing their valuable feedback: Michel Chaudron from Chalmers & University of Gothenburg, Mykola Pechenizkiy, Ina Schaefer from Technis- che Universität Braunschweig, Alexander Serebrenik, and Bedir Tekinerdogan from Wageningen University & Research. I also would like to thank SURFSara for their generosity in supplying the computing infras- tructure for the experiment performed in this thesis. Thanks to IPA, I occasionally enjoyed a nice environment with fellow PhD students and researchers in the Netherlands. Moreover, I was lucky to visit a lot of places around the world for conferences and research visits, from Iceland to South Africa and Singapore. I treasure these experiences, which helped me grow on a personal level as well. Finally, I would like to thank my wife, Burcu, for the love and support she has provided me all this time. Although I am very proud of having written this dissertation, keeping her company is by far the greatest achievement in my life.
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