Nurcin Celik

Photo of Nurcin Celik

Nurcin Celik

Associate Professor | College of Engineering | Industrial Engineering Department
Work Phone: (305) 284-2391

Website: Dr. Çelik Web Page Website: SimLab Website
Resume
Intranet

Research Interests

Dynamic data driven application simulations (DDDAS), Particle filtering methods, Electric utility resource planning, Modeling and simulation with massive datasets, Distributed decision making with emerging applications (i.e., power grids, solid waste management, and water and sewer systems), Automatic partitioning of large scale simulations in grid computing, Social network modeling and analysis

HIGHER EDUCATION

    • University of Arizona , Ph.D. in Systems and Industrial Engineering. (2010)
    • University of Arizona, M.S. in Systems and Industrial Engineering. (2008)
    • Bogazici University, Turkey, B.S. in Industrial Engineering. (2006)
    • Univeristy of Arizona, Other in . (2005)

EXPERIENCE

    • Univeristy of Miami, Assistant Professor, Industrial Engineering. Industrial Engineering (2010 - Present)
    • University of Arizona, Research Assistant, A Tabu-based Genetic Algorithm Approach to Analyze the Impact of Information Sharing on Hierarchical Decision Making in Manufacturing Supply Chains, Systems and Industrial Engineering. Systems and Industrial Engineering (2006 - 2010)
    • University of Arizona, Research Assistant, Development of Time Synchronization Methods for Distributed Simulations, Systems and Industrial Engineering. Systems and Industrial Engineering (2006 - 2010)
    • University of Arizona, Research Assistant, Planning and Operational Decision Making in Integrated Photovoltaic Generation with Storage, APS (Utility company) and Arizona Research Institute for Solar Energy (AZRise) project, Systems and Industrial Engineering. (2006 - 2010)
    • University of Arizona, Research Assistant, Simulation-based Forecasting and Demand-Shaping for Samsung Mobile Phones, Samsung project, Systems and Industrial Engineering. Systems and Industrial Engineering (2006 - 2010)
    • University of Arizona, Research Assistant, SOFTSIM-A Testbed for Process-Driven And Simulation-based Knowledge Conglomeration in Enterprise Software Development, National Science Foundation project, Systems and Industrial Engineering. (2006 - 2010)
    • University of Arizona, Research Assistant, Systems and Industrial Engineering, Dynamic Data Driven Application Simulations (DDDAS), National Science Foundation project. (2006 - 2010)
    • University of Arizona, Instructor, Summer Engineering Academy for the 21st Century. Summer Engineering Academy for the 21st Century (2009 - 2010)
    • University of Arizona, Teaching Assistant, SIE 631 - Distributed Multi-Paradigm Simulation Systems, Systems and Industrial Engineering. (2009)
    • University of Arizona, Teaching Assistant, SIE 431/531 - Simulation Modeling and Analysis, Systems and Industrial Engineering. (2007)

PUBLICATIONS

  • Juried or Refereed Journal Articles or Exhibitions

    • Bastani, M., Thanos, A. E., Damgacioglu, H., Celik, N. (2016).A Novel Evolutionary Simulation Optimization Framework for Interruptible Load Management. IEEE Transactions on Smart Grid, conditionally accepted.
    • Yasar, D., Celik, N., Sharit, J. (2016).Evaluation of Advanced Thermal Solid Waste Management Technologies for Sustainability in Florida. International Journal of Performability Engineering, 12 (1), 63-78.
    • Bartalos, P., Blake, B., Damgacioglu, H., Moustafa, I. S., Celik, N. (2016).Modeling Energy-Aware Web Services and Application. Journal of Network and Computer Applications, accepted.
    • Shi, X., Celik, N. (2015).A Particle Filtering-based Estimation of Distribution Algorithm for Multi-Objective Optimization. International Journal of Simulation and Process Modelling, accepted.
    • Celik, N., Araz, O., Bastani, M., Saenz, J. P. (2015).An Agent Based Model of Social Networks for Evaluating Asthma Control Interventions on Reducing the Emergency Department Visits. Journal of Simulation, accepted. http://doi.org/10.1057/jos.2015.19
    • Thanos, A. E., Celik, N., Saenz, J. P. (2015).An Evolutionary Sequential Sampling Algorithm for Multi-objective Optimization. Journal of Asia Pacific Journal of Operational Research, accepted. http://doi.org/10.1142/S0217595916500068
    • Bastani, M., Celik, N. (2015).Assessment of Occupational Health and Safety Risks in Floridian Solid Waste Systems using Bayesian Analysis. Waste Management & Research, 1-14. http://doi.org/10.1177/0734242X15594247
    • Thanos, A. E., Bastani, M., Celik, N., Chen, C. (2015).Automated Control in Microgrids using Dynamic Data Driven Adaptive Simulations Framework. IEEE Transactions on Smart Grid, accepted. http://doi.org/10.1109/TSG.2015.2464709
    • Shi, X., Antmann, E. D., Celik, N., Thanos, A. E., Hayton, B. M. (2015).Hybrid Simulation-based Planning and Evaluation Framework for Solid Waste Management and Recycling Systems. Journal of Solid Waste Technology and Management, 41 (3), 285-303.
    • Xu, J., Zhang, S., Huang, E., Chen, C., Lee, L. H., Celik, N. (2015).MO2TOS: Multi-fidelity Optimization with Ordinal Transformation and Optimal Sampling. Asia-Pacific Journal of Operational Research, accepted.
    • Shi, X., Thanos, A. E., Celik, N. (2014).Multi-Objective Agent-based Modeling and Optimization of Single Stream Recycling Programs. Journal of Resources, Conservation & Recycling, 92, 190-205. http://doi.org/10.1016/j.resconrec.2014.07.002
    • Saenz, J. P., Celik, N. (2014).Simulation-based Interactive Modelling of Barrier Option Pricing. International Journal of Modelling and Simulation, 34 (1), 23-35. http://doi.org/10.2316/Journal.205.2014.1.205-5815
    • Antmann, E. D., Celik, N., Shi, X., Dai, Y. (2013).Continuous-Discrete Simulation-based Decision Making Framework for Solid Waste Management and Recycling Programs. Computers and Industrial Engineering, 65 (3), 438-454. http://doi.org/10.1016/j.cie.2013.03.010
    • Saenz, J. P., Celik, N., Xi, H., Son, Y., Asfour, S. (2013).Two-Stage Economic and Environmental Load Dispatching Framework using Particle Filtering. International Journal of Electrical Power and Energy Systems, 48, 93-110. http://doi.org/10.1016/j.ijepes.2012.11.009
    • Saenz, J. P., Celik, N., Asfour, S., Son, Y. (2012).Electric Utility Resource Planning using Continuous-Discrete Modular Simulation and Optimization (CoDiMoSO). Computers and Industrial Engineering, 63 (3), 671-694. http://doi.org/10.1016/j.cie.2012.01.020
    • Celik, N., Son, Y. (2012).Sequential Monte Carlo-based Fidelity Selection in Dynamic-Data-Driven Adaptive Multi-Scale Simulations. International Journal of Production Research, 50 (3), 843-865. http://doi.org/10.1080/00207543.2010.545445
    • Celik, N., Xi, H., Xu, D., Son, Y., Lemaire, R., Provan, K. (2012).Simulation-based Workforce Assignment Considering Position Notion in Social Network. Simulation, 88 (1), 72-96. http://doi.org/10.1177/0037549711405249
    • Mazhari, E., Zhao, J., Celik, N., Lee, S., Son, Y., Head, L. (2011).Hybrid Simulation and Optimization-based Capacity Planner for Integrated Photovoltaic Generation with Storage Units. Simulation Modeling Practice and Theory, 19 (1), 463-481. http://doi.org/10.1016/j.simpat.2010.08.005
    • Celik, N., Lee, S., Mazhari, E., Son, Y., Lemaire, R., Provan, K. (2011).Simulation-based Workforce Assignment in a Multi-organizational Social Network for Alliance Based Software Development. Simulation Modelling Practice and Theory, 19 (10), 2169-2188. http://doi.org/10.1016/j.simpat.2011.07.004
    • Celik, N., Son, Y. (2011).State Estimation of a Shop Floor using Improved Resampling Rules for Particle Filtering. International Journal of Production Economics, 134, 224-237. http://doi.org/10.1016/j.ijpe.2011.07.003
    • Zhao, J., Mazhari, E., Celik, N., Son, Y. (2011).Hybrid Simulation-based Policy Evaluation of Solar Energy Systems. Simulation Modelling Practice and Theory, 19 (10), 2189-2205. http://doi.org/10.1016/j.simpat.2011.07.005
    • Celik, N., Mazhari, E., Kazemi, O., Canby, J., Sarfare, P., Alotaibi, M., Son, Y. (2010).Automatic Partitioning of Large Scale Simulation in Grid Computing for Run Time Reduction. International Journal of Operations Research and Information Systems, 1 (2), 64-90. http://doi.org/10.4018/978-1-4666-0933-4.ch014
    • Celik, N., Lee, S., Vasudevan, K. K., Son, Y. (2010).DDDAS-based Multi-Fidelity Simulation Framework for Supply Chain Systems. IIE Transactions on Operations Engineering, 42, 325-341. http://doi.org/10.1080/07408170903394306
    • Celik, N., Nageshwaraniyer, S., Son, Y. (2010).Impact of Information Sharing in Hierarchical Decision Making in Manufacturing Supply Chains. Journal of Intelligent Manufacturing, 23, 1083-1101. http://doi.org/10.1007/s10845-010-0430-3
    • Lee, S., Celik, N., Son, Y. (2009).An Integrated Simulation Modeling Framework for Decision Aids in Enterprise Software Development Process. International Journal of Simulation and Process Modeling, 5 (1), 62-76. http://doi.org/10.1504/IJSPM.2009.025828
  • Book Chapters

    • Yasar, D., Celik, N., (2016). Assessment of Advanced Biological Solid Waste Treatment Technologies for Sustainability. Applying Nanotechnology for Environmental Sustainability (pp. ). IGI Global.
    • Thanos, A. E., Moore, D. E., Celik, N., Collins, G. A., (2015). Dynamic Data Driven Modeling and Simulation of Next Generation Electric Power Grids. Dynamic Data Driven Application Systems (pp. ). Springer-Verlag Berlin Heidelberg.
    • Celik, N., Son, Y., (2015). Manufacturing the Future via Dynamic Data Driven Application Systems (DDDAS). DDDAS â€" Dynamic Data Driven Applications Systems (pp. ). Springer-Verlag Berlin Heidelberg.
    • Thanos, A. E., Moore, D. E., Shi, X., Celik, N., (2015). System of Systems Modeling and Simulation for Microgrids using DDDAMS. A Handbook for Modeling and Simulation for System of Systems -- Chapter: 13 (pp. 337-360). Wiley and Sons.
    • Nageshwaraniyer, S. S., Celik, N., Son, Y., Lu, R., (2011). Simulation-based Aircraft Assembly Planning using a Self-Guided Ant Colony Algorithm. Evolutionary Computing in Advanced Manufacturing (pp. 169-197). John Wiley & Sons, Inc., Hoboken, NJ, USA.

 

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