Gönenç Yücel

Vice-Chair
Email: 
gonenc.yucel@bogazici.edu.tr
Phone: 
4575
 
B.S. in IE, Boğaziçi University, 2000;
M.S. in IE, Boğaziçi University, 2004;
Ph.D. in IE, Delft University of Technology, 2010.
 
Personal Web Site: 
http://www.gyucel.net/
Research Interests: 
System dynamics methodology, Agent-based modelling and simulation, Energy policy and planning, Innovation diffusion dynamics

Offered courses

Recent publications

  1. Dynamic trade-offs in granulocyte colony-stimulating factor (G-CSF) administration during chemotherapy, İrsoy, Orkun, Güz Şanser, Akan Naz Beril, and Yücel Gönenç , System Dynamics Review, Volume 36, p.397–446, (2021)
  2. Analysis of an individual-based influenza epidemic model using random forest metamodels and adaptive sequential sampling, Edali, Mert, and Yücel Gönenç , Systems Research and Behavioral Science, Volume 37, p.936-958, (2020)
  3. Classification of generic system dynamics model outputs via supervised time series pattern discovery, Edali, Mert, Baydogan Mustafa Gokce, and Yücel Gönenç , Turkish Journal of Electrical Engineering & Computer Sciences, Volume 27, p.832–846, (2019)
  4. Exploring the behavior space of agent-based simulation models using random forest metamodels and sequential sampling, Edali, Mert, and Yücel Gönenç , Simulation Modelling Practice and Theory, Volume 92, p.62-81, (2019)
  5. Automated Analysis of Regularities Between Model Parameters and Output Using Support Vector Regression in Conjunction with Decision Trees, Edali, Mert, and Yücel Gönenç , Journal of Artificial Societies and Social Simulation, Volume 21, p.1, (2018)
  6. Influence maximization based on partial network structure information: A comparative analysis on seed selection heuristics, Erkol, Şirag, and Yücel Gönenç , International Journal of Modern Physics C, Volume 28, p.1750122, (2017)
  7. Accelerating Transition Dynamics in City Regions: A Qualitative Modeling Perspective, Valkering, Pieter, Yücel Gönenç, Gebetsroither-Geringer Ernst, Markvica Karin, Meynaerts Erika, and Frantzeskaki Niki , Sustainability, Volume 9, p.1254, (2017)
  8. Impact of Homophily on Diffusion Dynamics Over Social Networks, Yavaş, Mustafa, and Yücel Gönenç , Social Science Computer Review, mar, Volume 32, Number 3, (2014)
  9. Extent of inertia caused by the existing building stock against an energy transition in the Netherlands, Yücel, Gönenç , Energy and Buildings, Volume 56, p.134–145, (2013)
  10. The actor-option framework: a general framework for modelling socio-technical systems in transitions, Yücel, Gönenç , Infranomics: Sustainability, Engineering Design and Governance, Volume 24, Cham, p.407–418, (2013)