Publications

Book Chapters

Yücel G, Barlas Y.  2015.  Pattern Recognition for Model Testing, Calibration, and Behavior Analysis. Analytical Methods for Dynamic Modelers. :173–206.
Yücel G.  2013.  The actor-option framework: a general framework for modelling socio-technical systems in transitions. Infranomics: Sustainability, Engineering Design and Governance. 24:407–418.

Journal Articles

İrsoy O, Güz Ş, Akan NBeril, Yücel G.  2021.  Dynamic trade-offs in granulocyte colony-stimulating factor (G-CSF) administration during chemotherapy. System Dynamics Review. 36:397–446.
Edali M, Yücel G.  2020.  Analysis of an individual-based influenza epidemic model using random forest metamodels and adaptive sequential sampling. Systems Research and Behavioral Science. :1–23.
Edali M., Baydoğan M.G., Yücel G..  2019.  Classification of generic system dynamics model outputs via supervised time series pattern discovery. Turkish Journal of Electrical Engineering and Computer Sciences. 27
Edali M, Yücel G.  2019.  Exploring the behavior space of agent-based simulation models using random forest metamodels and sequential sampling. Simulation Modelling Practice and Theory. 92:62-81.
Edali M, Yücel G.  2018.  Automated Analysis of Regularities Between Model Parameters and Output Using Support Vector Regression in Conjunction with Decision Trees. Journal of Artificial Societies and Social Simulation. 21:1.
Erkol Ş, Yücel G.  2017.  Influence maximization based on partial network structure information: A comparative analysis on seed selection heuristics. International Journal of Modern Physics C. 28:1750122.
Valkering P, Yücel G, Gebetsroither-geringer E, Markvica K.  2017.  Accelerating transition dynamics in city- regions : a qualitative modelling perspective. Sustainability. 9(1254):1–19.
Namujju DLillian, Yücel G, Pruyt E, Okou R.  2015.  A Simulation-Based Analysis of Electricity Access in Uganda. International Journal of System Dynamics Applications. 4:1–30.
Yavaş M, Yücel G.  2014.  Impact of Homophily on Diffusion Dynamics Over Social Networks. Social Science Computer Review. 32
Eker S, Slinger J, van Daalen E, Yücel G.  2014.  Sensitivity analysis of graphical functions. System Dynamics Review. 30:186–205.
Yücel G.  2013.  Extent of inertia caused by the existing building stock against an energy transition in the Netherlands. Energy and Buildings. 56:134–145.
Kwakkel J, Yücel G.  2012.  An Exploratory Analysis of the Dutch Electricity System in Transition. Journal of the Knowledge Economy. :1–16.
Yücel G, van Daalen C.  2012.  A simulation-based analysis of transition pathways for the Dutch electricity system. Energy Policy. 42:557–568.
Yücel G, van Daalen C.  2011.  Exploratory analysis of the impact of information dynamics on innovation diffusion. Technological Forecasting and Social Change. 78:358–372.
Yücel G, Barlas Y.  2011.  Automated parameter specification in dynamic feedback models based on behavior pattern features. System Dynamics Review. 27:195–215.
Yücel G, Barlas Y.  2010.  Dynamics of the North–South welfare gap and global sustainability. Technological Forecasting and Social Change. 77:594–614.
Yücel G, van Daalen C.  2009.  An objective-based perspective on assessment of model-supported policy processes. Journal of Artificial Societies and Social Simulation. 12:3.
Yücel G, Meza CMiluska Ch.  2008.  Studying transition dynamics via focusing on underlying feedback interactions. Computational and Mathematical Organization Theory. 14:320–349.

Conference Papers

Turan Ö, Yücel G.  2014.  Analyzing electric vehicle diffusion scenarios for Istanbul. International Conference of the System Dynamics Society.
Sücüllü C, Yücel G.  2014.  Behavior Analysis and Testing Software (BATS). International Conference of the System Dynamics Society.
Yavaş M, Yücel G.  2013.  Impact of homophily on diffusion dynamics over social networks. 27th European Conference on Modelling and Simulation.
[Anonymous].  2013.  Evaluation of alternative dynamic behavior representations for automated model output classification and clustering. The 31st International Conference of the System Dynamics Society.
Yücel G.  2013.  The impact of plausible changes in the load pattern on capacity investments and carbon emissions: the case of the Netherlands. International Energy Workshop.
Yücel G.  2013.  Facilitating diffusion of innovations through niche management strategies. The 31st International Conference of the System Dynamics Society.
Eker S, Slinger J, Yücel G.  2011.  Investigating an automated method for the sensitivity analysis of functions. The 29th International Conference of the System Dynamics Society.
Pruyt E, Kwakkel J, Yücel G, Hamarat C.  2011.  Energy Transitions towards Sustainability I : A Staged Exploration of Complexity and Deep Uncertainty. The 29th International Conference of the System Dynamics Society.