Publications

Monographs

  1. N. Celik, 2010. Integrated Decision Making for Planning and Control of Distributed Manufacturing Enterprises using Dynamic-Data-Driven Adaptive Multi-Scale Simulations (DDDAMS), Ph.D. Dissertation submitted to the University of Arizona.

  2. N. Koyuncu (Celik), 2008. Dynamic-Data-Driven Adaptive Multi-Scale Simulations (DDDAMS) for Semiconductor Manufacturing, M.S. Thesis submitted to the University of Arizona.

Book Chapters

  1. A. Yavuz, T. Runsewe, N. Celik, C. Chaccour, W. Saad, and F. Darema 2022. DDDAS @ 5G and Beyond 5G Networks for Resilient Communications Infrastructures and Microgrid Clusters, E. Blasch, F. Darema S. Ravela, A. Aved (eds.),Handbook of DDDAS (Vol. III), Springer-Verlag Berlin Heidelberg.

  2. N. Celik, Y. Son, and T. Runsewe, 2020. Manufacturing the Future via Dynamic Data Driven Applications Systems (DDDAS), E. Blasch, F. Darema S. Ravela, A. Aved (eds.),Handbook of DDDAS (Vol. II), Springer-Verlag Berlin Heidelberg.

  3. M. Fahmy, J. Darville, A. Yavuz, M. Mesham, N. Celik 2020, Dynamic Data-Driven Application Systems for Cyber Risk Management in Microgrids, Blasch, E. and Darema, F. (Eds.), Handbook of DDDAS (Vol. II), Springer-Verlag Berlin Heidelberg.

  4. N. Celik and Y. Son, 2019, Manufacturing the Future via Dynamic Data Driven Application Systems (DDDAS), Blasch, E. and Darema, F. (Eds.), Handbook of Dynamic Data Driven Application Systems Volume II, Springer-Verlag Berlin Heidelberg.

  5. H. Damgacioglu, E. Celik, C. Yuan, and N. Celik, 2018, Dynamic Data-Driven Application Systems for Identification of Biomarkers in DNA Methylation, Blasch, E., Ravela, S. and Aved, A. (Eds.), Handbook of Dynamic Data Driven Applications Systems, Springer-Verlag Berlin Heidelberg, 233-252.

  6. H. Damgacioglu, M. Bastani, and N. Celik, A Dynamic Data-Driven Optimization Framework for Demand Side Management in Microgrids, Blasch, E., Ravela, S. and Aved, A. (Eds.), Handbook of Dynamic Data Driven Applications Systems, Springer-Verlag Berlin Heidelberg, 489-504.

  7. D. Yasar, and N. Celik, 2017, Assessment of Advanced Biological Solid Waste Treatment Technologies for Sustainability, Joo, S. H. (Eds.), Applying Nanotechnology for Environmental Sustainability, IGI Global, 204-230.i

  8. A. E. Thanos, D. E. Moore, X. Shi, and N. Celik, 2016, System of Systems Modeling and Simulation for Microgrids using DDDAMS, Tolk, A., and Rainey, L. (Eds.), Modeling and Simulation Support for System of Systems Engineering Applications, Wiley and Sons Inc., Hoboken, NJ, USA, 337-360 (ISBN: 978-1-118-46031-3).

  9. S.S. Nageshwaraniyer, N. Celik, Y. Son, and R. Lu, 2011, Simulation-Based Aircraft Assembly Planning Using a Self-Guided Ant Colony Algorithm, Tiwari, M., and Harding, J. A.  (Eds.), Evolutionary Computing in Advanced Manufacturing, Wiley and Sons, Inc., Hoboken, NJ, USA 169-197 (ISBN: 978-0-470-63924-5).

Journal Papers

  1. Yavuz, A., Celik, N., Chen, C. H., & Xu, J. (2023). A Sequential Sampling-based Particle Swarm Optimization to Control Droop Coefficients of Distributed Generation Units in Microgrid Clusters. Electric power systems research, 216, 109074. [DOI: https://doi.org/10.1016/j.epsr.2022.109074]

  2. J. Darville, J. Curia and N. Celik, 2022, Microgrid Operational using a Hybrid Neural Network with Resource-aware Scenario Selection, Simulation Modelling Practice and Theory. [DOI: https://doi.org/10.1016/j.simpat.2022.102583]

  3. J. W. William, J. Darville, N. Celik, H. Koemer, & E. Celik, 2022, In-Situ Optimization of Thermoset Composite Additive Manufacturing via Deep Learning and Computer Vision, Additive Manufacturing. [DOI: https://doi.org/10.1016/j.addma.2022.102985]
     
  4. H. Damgacioglu and N. Celik, 2022, A Two-stage Decomposition Method for Integrated Optimization of Microgrid Operation Scheduling and Network Reconfiguration, International Journal of electrical Power & Enerrgy Systems. [DOI: 10.1016/j.ijepes.2021.107647]

  5. Travis Goodwin, Jie Xu, N. Celik, Chun-Hung Chen, 2022, Real-time digital twin-based optimization with predictive simulation learning, Journal of Simulation, pp.1-18. [DOI: 10.1080/17477778.2022.2046520]
     
  6. T. Cecen, X. Shi, A. Taheri, and N. Celik, 2019, Particle Filtering-based Low Elevation Target Tracking with Multipath Interference over the Ocean Surface, IEEE Transactions on Aerospace and Electronic Systems. [DOI: 10.1109/TAES.2019.2961843]
     
  7. H. Damgacioglu, M. Hornilla, O. Bafail, and N. Celik, 2019, Recovering Value from Single Stream Material Recovery Facilities – An Outbound Contamination Analysis in Florida, Waste Management. [DOI: 10.1016/j.wasman.2019.11.020]

  8. H. Damgacioglu, N. Celik, E. Celik, 2019, Estimating Gene Expression from High-dimensional DNA Methylation Levels in Lung Cancer Data: A Curve-fitting Dimension Reduction Algorithm, Computers and Industrial Engineering. [DOI: 10.1016/j.cie.2019.02.038]

  9. H. Damgacioglu, E. Celik, and N. Celik, 2018, Intra-cluster distance minimization in DNA methylation analysis using an advanced Tabu-based iterative k-medoids clustering algorithm (T-CLUST), IEEE/ACM Transactions on Computational Biology and Bioinformatics. [DOI: 10.1109/TCBB.2018.2886006].

  10. H. Damgacioglu, N. Celik, A. Guller, 2018, Route-based Network Simulation Framework for Airport Ground System Disruptions, Journal of Computers and Industrial Engineering, 124, 449-461 [DOI:10.1016/j.cie.2018.07.029].

  11. M. Bastani, A.E. Thanos, H. Damgacioglu, N. Celik, and C-H. Chen, 2018, An Evolutionary Simulation Optimization Framework for Interruptible Load Management in the Smart Grid, Journal of Sustainable Cities and Society, 41, 802-809 [DOI: 10.1016/j.scs.2018.06.007]. 

  12. M. Bastani, H. Damgacioglu, and N. Celik, 2017, A  -constraint Multi-objective Optimization Framework for Operation Planning of Smart Grids, Journal of Sustainable Cities and Society, 38, 21-30 [DOI: 10.1016/j.scs.2017.12.006.

  13. A. E. Thanos, N. Celik, J. P. Saenz, 2016, An Evolutionary Sequential Sampling Algorithm for Multi-objective Optimization, Asia Pacific Journal of Operational Research, 33 (01) [DOI: 10.1142/S0217595916500068]. 

  14. D. Yasar, N. Celik, and J. Sharit, 2016, Evaluation of Advanced Thermal Solid Waste Management Technologies for Sustainability in Florida, International Journal of Performability Engineering, 12 (1), 63-78. [DOI: 10.23940/ijpe.16.1.p63.mag]

  15. N. Celik, O. Araz, and M. Bastani, J. P. Saenz, 2016, An Agent-based Model of Social Networks for Evaluating Asthma Control Interventions on Reducing the Emergency Department Visits, Journal of Simulation,1-16 [DOI: doi.org/10.1057/jos.2015.19]. 

  16. J. Xu, S. Zhang, E. Huang, C-H. Chen, L. H. Lee, and N. Celik, 2016, MO2TOS: Multi-fidelity Optimization with Ordinal Transformation and Optimal Sampling, Asia-Pacific Journal of Operational Research, 33 (03), [DOI: 10.1142/S0217595916500172].

  17. T. Alyamani, H. Damgacioglu, N. Celik, S. Asfour, and R. Feiock, 2016, A Multiple Perspective Modeling and Simulation Approach for Renewable Energy Policy Evaluation, Computers and Industrial Engineering, 102, 280-293 [DOI: 10.1016/j.cie.2016.10.024]. 

  18. X. Shi and N. Celik, 2016, Relative Entropy-based Density Selection in Particle Filtering for Electric Demand Forecasting, IEEE on Automation Science and Engineering, 14 (2),PP, 1-9. [DOI: 10.1109/TASE.2016.2552221]

  19. P. Bartalos, B. Blake, H. Damgacioglu, I. S. Moustafa, N. Celik, 2016, Modeling Energy-Aware Web Services and Application, Journal of Network and Computer Applications, 67 (C), 86-98 [DOI: 10.1016/j.jnca.2016.01.017].

  20. X. Shi and N. Celik, 2016, A Particle Filtering-based Estimation of Distribution Algorithm for Multi-Objective Optimization, International Journal of Simulation and Process Modelling, 11 (3/4), 176-191 [DOI: 10.1504/IJSPM.2016.078524]. 

  21. A. E. Thanos, M. Bastani, N. Celik, and C-H. Chen, 2015, Dynamic Data Driven Adaptive Simulation Framework for Automated Control in Microgrids, IEEE Transactions on Smart Grid, 8 (1), 209-218 [DOI: 10.1109/TSG.2015.2464709]. 

  22. M. Bastani and N. Celik, 2015, Assessment of Occupational Health and Safety Risks in Floridian Solid Waste Systems using Bayesian Analysis, Waste Management & Research,1-14 [DOI: 10.1177/0734242X15594247]. 

  23. X. Shi, E. D. Antmann, N. Celik, A. E. Thanos, and B. Hayton, 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. [DOI: 10.5276/JSWTM.2015.285]

  24. X. Shi, A. E. Thanos, and N. Celik, 2014, Multi-Objective Agent-based Modeling of Single Stream Recycling Programs, Journal of Resources, Conservation & Recycling, 92, 190-205 [DOI: 10.1016/j.resconrec.2014.07.002].

  25. J. P. Saenz and N. Celik, 2014, Simulation-based Interactive Modelling of Barrier Option Pricing, International Journal of Modelling and Simulation, 34 (1), 23-35 [DOI: 10.2316/Journal.205.2014.1.205-5815].

  26. J. P. Saenz, N. Celik, H. Xi, Y. Son, and S. Asfour, 2013, Two-Stage Economic and Environmental Load Dispatching Framework using Particle Filtering, International Journal of Electrical Power and Energy Systems, 48, 93-110 [DOI: 10.1016/j.ijepes.2012.11.009].

  27. E.D. Antmann, N. Celik, X. Shi, Y. Dai, 2013, Continuous-Discrete Simulation-based Decision Making Framework for Solid Waste Management and Recycling Programs, Computers and Industrial Engineering, 65 (3), 438–454 [DOI: 10.1016/j.cie.2013.03.010].

  28. N. Celik, H. Xi, Dong Xu, Y. Son, R. Lemaire, and K. Provan, 2012, Simulation-based Workforce Assignment Considering Position Notion in Social Network, Simulation, 88 (1), 72-96 [DOI: 10.1177/0037549711405249].

  29. J. P. Saenz, N. Celik, S. Asfour, and Y. Son, 2012, Electric Utility Resource Planning using Continuous-Discrete Modular Simulation and Optimization (CoDiMoSO), Computers and Industrial Engineering, 63 (3), 671-694 [DOI: 10.1016/j.cie.2012.01.020].

  30. N. Celik and Y. Son, 2012, Sequential Monte Carlo-based Fidelity Selection in Dynamic-Data-Driven Adaptive Multi-Scale Simulations, International Journal of Production Research, 50 (3), 843-865 [DOI: 10.1080/00207543.2010.545445].

  31. J. Zhao, E. Mazhari, N. Celik, and Y-J. Son, 2011, Hybrid Agent-based Simulation for Policy Evaluation of Solar Power Generation Systems, Simulation Modelling Practice and Theory, 19 (10), 2189-2205 [DOI:10.1016/j.simpat.2011.07.005].

  32. N. Celik and Y. Son, 2011, State Estimation of a Shop Floor using Improved Resampling Rules for Particle Filtering, International Journal of Production Economics,134, 224-237 [DOI: 10.1016/j.ijpe.2011.07.003].

  33. N. Celik, S. Lee, E. Mazhari, Y-J. Son, R. Lemaire, and K. Provan, 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 [DOI:10.1016/j.simpat.2011.07.004].

  34. E. Mazhari, J. Zhao, N. Celik, S. Lee, Y-J. Son, and L. Head, 2011, Hybrid Simulation and Optimization-based Design and Operation of Integrated Photovoltaic Generation, Storage Units, and Grid, Simulation Modeling Practice and Theory, 19 (1), 463-481 [DOI: 10.1016/j.simpat.2010.08.005].

  35. N. Celik, S.S. Nageshwaraniyer, and Y-J. Son, 2010, Impact of Information Sharing in Hierarchical Decision Making in Manufacturing Supply Chains, Journal of Intelligent Manufacturing, 23, 1083-1101[DOI: 10.1007/s10845-010-0430-3].

  36. N. Celik, S. Lee, K. K. Vasudevan, and Y-J. Son, 2010, DDDAS-based Multi-Fidelity Simulation Framework for Supply Chain Systems, IIE Transactions on Operations Engineering, 42, 325-341 [DOI: 10.1080/07408170903394306].This paper has been selected to be featured in the annual IE Magazine that is sent to all IIE members.

  37. N. Celik, E. Mazhari, O. Kazemi, J. Canby, P. Sarfare, M. Alotaibi and Y-J. Son, 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 [DOI: 10.4018/978-1-4666-0933-4.ch014].

  38. S. Lee, N. Celik, and Y-J. Son, 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 [DOI: 10.1504/IJSPM.2009.025828].

  39. Darville, J., Yavuz, A., Runsewe, T., & Celik, N. (2023). Effective sampling for drift mitigation in machine learning using scenario selection: A microgrid case study. Applied Energy, 341, 121048.

  40. Runsewe, T., Damgacioglu, H., Perez, L., & Celik, N. (2023). Machine learning models for estimating contamination across different curbside collection strategies. Journal of Environmental Management, 340, 117855.   
  41. Yavuz, A., Huang, E., Celik, N., Xu, J., and Chen, C.H. (2023). "Digital Twinning in Systems of Cyber-Physical Systems." Asia-Pacific Journal of Operational Research, forthcoming.
  42. Darville, J., Yavuz, A., Runsewe, T., Celik, N. (2023). "Sampling for Drift Mitigation in Machine Learning: A Microgrid Case Study." Applied Energy, 341, 121048.
  43. Amer, L., Erkoc, M., Celik, N., Andiroglu, E. (2023). "Operationalizing Resilience with a Fault-driven Index." Process Safety and Environmental Protection, 171, 1085-1102.
  44. Runsewe, T., Damgacioglu, H., Perez, L., Celik, N. (2023). "Machine Learning Models for Estimating Contamination in Curbside Collection." Journal of Environmental Management, 340, 117855.
  45. Yavuz, A., Celik, N., Xu, J., Chen, C.H. (2023). "Sequential Sampling-based Optimization in Microgrids." Electric Power Systems Research, 216, 109074.

Conference Papers

  1. A. Yavuz, J. Darville, N. Celik, J. Xu, C. Chen, B. Langhals & R. Engle, 2020 Advancing Self-Healing Capabilities in Interconnected Microgrids via DDDAS with Relational Database Management, In Proceedings of the 2020 Winter Simulation Conference, Orlando, FL.

  2. J. Darville, N. Celik 2020 Microgrid Operational Planning using Deviation Clustering within a DDDAS Framework, In International Conference on Dynamic Data Driven Application Systems, Boston, MA, pp. 77–84.
     
  3. J. Darville, N. Celik 2020 Simulation Optimization for Unit Commitment using a Region-based Sampling (RBS) Algorithm, In IISE Annual Conference and Expo 2020 , New Orleans, LA.

  4. T. Runsewe, O. Bafail, N. Celik 2020 Performance Analysis of Waste Collection Programs in Material Recovery Facilities. In IISE Annual Conference , New Orleans, Louisiana Oct 31 – Nov 03.

  5. M. Mesham, M. Fahmy, N. Celik 2020. Simulation-Based Modeling for a Cybersecure Power Grid, In SpringSim 2020. Society for Modeling and Simulation International , p. 13

  6. S. Shetty, I. Ray, N. Celik, M. Mesham, N. Bastian, Q. Zhu. 2019. Simulation for Cyber Risk Management – Where are we, and where do we want to go, In Proceedings of the Winter Simulation Conference 2019 National Harbor, MD, Dec. 8-11.

  7. H. Damgacioglu and N. Celik. 2019. Optimization of Microgrid Unit Commitment using a Two-stage Decomposition Method, In Proceedings of the 2019 IISE Annual Conference, May 18-21, Orlando, FL. 

  8. A. Guller, H. Damgacioglu, N. Celik. 2019. A Distance-Based Network Simulation for Airport Runway and Priority Scheduling, In Proceedings of the 2019 IISE Annual Conference, May 18-21, Orlando, FL. This paper was nominated for the CIS Best Student Paper Award in IISE2019.

  9. H. Damgacioglu, N. Celik, E. Celik. 2018. MR2: A Two-stage Feature Selection Algorithm in High-throughput Methylation Data for Max-relevance and Min-redundancy, In Proceedings of the 2018 IISE Annual Conference K. Barker, D. Berry, C. Rainwater, eds. May 19-22, Orlando, FL. This paper received the CIS Best Student Paper Award in IISE2018.

  10. I. Dursun, N. Tellioglu, M. Elhuseyni, and N. Celik, 2018, Estimating Gene Expression in Breast Cancer:  A Hybrid Learning Framework, In Proceedings of the 2018 IISE Annual Conference K. Barker, D. Berry, C. Rainwater, eds. May 19-22, Orlando, FL.

  11. G. E. Higgins, S. Demir, and N. Celik, Simulation Based Multi-Mission Cutter Scheduling Evaluation for the US Coast Guard, In Proceedings of the Winter Simulation Conference 2017 Las Vegas, NV, Dec. 3-6, 2017.

  12. R. M. Fujimoto, N. Celik, H. Damgacioglu, M. Hunter, D. Jin, Y. Son, and J. Xu, Dynamic Data Driven Application Systems for Smart Cities and Urban Infrastructures, In Proceedings of the Winter Simulation Conference 2016, Washington, D.C., Dec. 11-14, 2016.

  13. H. Damgacioglu, M. Bastani, and N. Celik, A Dynamic Data-Driven Optimization Framework for Demand Side Management in Microgrids, In Proceedings of the 2016 InfoSymbiotics/DDDAS Conference, Hartford, Connecticut, Aug 9-12, 2016.

  14. C. L. Malara, S. Huang, W. Zuo, M. Sohn, and N. Celik, Optimal Control of Chiller Plants using Bayesian Network, In Proceedings of the 2015 Building Simulation Conference, Hyderabad, India, Dec 7-9, 2015.

  15. M. Erkoc, E. El-Ahmadi, N. Celik, and W. Saad, A Game Theoretic Approach for Load-Shifting in the Smart Grid, In Proceedings of the IEEE Smart Grid Communications Symposium 2015- Data Management Analytics and Pricing, Miami, FL, USA, Nov 2-5, 2015.

  16. X. Shi, H. Damgacioglu, and N. Celik, A Dynamic Data Driven Approach for Operation Planning of Microgrids, Procedia Computer Science, 51, 2543-2552. In Proceedings of the 2015 International Conference on Computational Science, Workshop on DDDAS-Dynamic Data Driven Applications Systems and Large-Scale-Big-Data & Large-Scale-Big-Computing, Reykjavik, Iceland, Jun 1-3, 2015. This paper received the Best Workshop Paper Award in ICCS2015.

  17. H. Damgacioglu, T. Alyamani, and N. Celik, Evaluation of Renewable Energy Policies using Agent-based Simulation -A Case Study of the State of Texas, In Proceedings of the Annual Industrial and Systems Engineering Research Conference 2015, Nashville, TN, USA, May 30-Jun 2, 2015.

  18. M. Bastani, A. E. Thanos, G. Collins, and N. Celik, A Voronoi-based Genetic Algorithm for Waste Collection Vehicle Routing Problem, In Proceedings of the Annual Industrial and Systems Engineering Research Conference 2015, Nashville, TN, USA, May 30-Jun 2, 2015.This paper received the CIS Best Paper Award in ISERC2015.

  19. M. Bastani, A. E. Thanos, N. Celik, and C-H. Chen, Efficient Design Selection in Microgrid Simulations, In Proceedings of the Winter Simulation Conference 2014, Savannah, Georgia, USA, Dec. 7-10, 2014, 2762-2773.

  20. J. Xu, S. Zhang, E. Huang, C-H. Chen, L. H. Lee, and N. Celik, Efficient Multi-Fidelity Simulation Optimization, In Proceedings of the Winter Simulation Conference 2014, Savannah, Georgia, USA, Dec. 7-10, 2014, 3940-3951.

  21. J. Xu, S. Zhang, C-H. Huang, C-H. Chen, L. H. Lee, and N. Celik, An Ordinal Transformation Framework for Multi-Fidelity Simulation Optimization, In Proceedings of the IEEE International Conference on Automation Science and Engineering 2014, Taipei, Taiwan, Aug 18-22, 2014, 385-390.

  22. D. E. Moore and N. Celik, DDDAS-based Communication in Distributed Smartgrid Networks, In Proceedings of the Annual Industrial and Systems Engineering Research Conference 2014, Montreal, Canada, May 31-Jun 3, 2014.

  23. M. Bastani, N. Celik, and D. E. Moore, Case Studies on Quantification of Occupational Health Risks for Solid Waste Workers in Floridian Counties, In Proceedings of the Annual Industrial and Systems Engineering Research Conference 2014, Montreal, Canada, May 31-Jun 3, 2014.

  24. A. E. Thanos, X. Shi, J. P. Saenz, and N. Celik, A DDDAMS Framework for Real-Time Load Dispatching in Power Networks, In Proceedings of the Winter Simulation Conference 2013, Washington, D.C., Dec. 8-11, 2013, 1893 - 1904. 

  25. N. Celik, A. E. Thanos, and J. P. Saenz, DDDAMS-based Dispatch Control in Power Networks, In Proceedings of the 2013 International Conference on Computational Science, Workshop on Dynamic Data Driven Application Systems, Barcelona, Spain, Jun 5-7, 2013, 1899–1908.

  26. J. P. Saenz and N. Celik, Sequential Monte Carlo-based Multi-objective Optimization, In Proceedings of the Annual Industrial and Systems Engineering Research Conference 2013, San Juan, Puerto Rico, May 18-22, 2013.

  27. X. Shi, E. Antmann, and N. Celik, Hybrid Simulation-based Planning and Evaluation Framework for Solid Waste Management and Recycling Systems, In Proceedings of the Annual Industrial and Systems Engineering Research Conference 2013, San Juan, Puerto Rico, May 18-22, 2013.

  28. X. Shi and N. Celik, Sequential Monte Carlo-based Radar Tracking in the Presence of Sea-Surface Multipath, In Proceedings of the Annual Industrial and Systems Engineering Research Conference 2013, San Juan, Puerto Rico, May 18-22, 2013.

  29. J. P. Saenz and N. Celik. Multi-objective Optimization Framework for the Selection of Microgrid Policies, In Proceedings of the Annual Industrial and Systems Engineering Research Conference 2013, San Juan, Puerto Rico, May 18-22, 2013.

  30. A. E. Thanos and N. Celik, Online State Estimation of a Microgrid using Particle Filtering, In Proceedings of the Annual Industrial and Systems Engineering Research Conference 2013, San Juan, Puerto Rico, May 18-22, 2013.

  31. N. Celik, J. P. Saenz, and X. Shi, Optimization of Distributed Generation Penetration Based on Particle Filtering, In Proceedings of the Winter Simulation Conference 2012, Berlin, Germany, Dec 9-12, 2012, 1 - 12.  

  32. J. P. Saenz and N. Celik, Integrated Nuclear Generation Capacity Planning using Hybrid Modular Simulation, In Proceedings of the Annual Industrial and Systems Engineering Research Conference 2012, Orlando, Florida, May 19-23, 2012.

  33. J. P. Saenz, N. Celik, H. Xi, and Y. Son, and S. Asfour, Economic and Environmental Load Dispatching Framework using Particle Filtering, In Proceedings of the Annual Industrial and Systems Engineering Research Conference 2012, Orlando, Florida, May 19-23, 2012.

  34. J. P. Saenz and N. Celik, Interactive Discrete Event Modeling of Barrier Option Pricing, In Proceedings of the Annual Industrial and Systems Engineering Research Conference 2012, Orlando, FL, USA, May 19-23, 2012.

  35. E. D. Antmann, N. Celik, X. Shi, and Y. Dai, Simulation-based Optimization of Solid Waste Management and Recycling Programs, In Proceedings of the Annual Industrial and Systems Engineering Research Conference 2012, Orlando, FL, USA, May 19-23, 2012.

  36. X. Shi and N. Celik, A Minimum Relative Entropy-based Density Selection Scheme for Bayesian Estimations of Energy-related Problems, In Proceedings of the Annual Industrial and Systems Engineering Research Conference 2012, Orlando, FL, USA, May 19-23, 2012, 769-778.

  37. J. P. Saenz, N. Celik, S. Asfour, and Y. Son, Utility Resource Planning using Modular Simulation and Optimization, In Proceedings of the Winter Simulation Conference 2011, Phoenix, AZ, USA, Dec 11-14, 2011, 963-975. This paper received the best paper award in the Computer Science are in WSC2011.
     
  38. J. Zhao, E. Mazhari, N. Celik, and Y. Son, Hybrid Simulation-based Policy Evaluation of Solar Energy Systems, In Proceedings of the Annual Industrial Engineering Research Conference 2011, Reno, Nevada, USA, May 21-25, 2011.

  39. J. P. Saenz, N. Celik, and S. Asfour, Continuous-Discrete Modeling for Energy Resource Planning, In Proceedings of the International Conference on Management of Technology 2011, Miami Beach, FL, USA, Apr 10-14, 2011.

  40. N. Celik and Y. Son, State Estimation of a Supply Chain using Improved Resampling Rules for Particle Filtering, In Proceedings of the Winter Simulation Conference 2010, Baltimore, MD, USA, Dec 5-8, 2010, 1998 - 2010.

  41. N. Celik, H. Xi, Dong Xu, and Y. Son, Simulation-based Workforce Assignment Considering Position Notion in Social Network, In Proceedings of the Winter Simulation Conference 2010, Baltimore, MD, USA, Dec 5-8, 2010, 3228- 3240.

  42. N. Celik, S. S. Nageshwaraniyer, and Y. Son, Impact of Information Sharing in Hierarchical Supply Chain Decision-Making Framework, In Proceedings of the Annual Industrial Engineering Research Conference 2010, Cancun, Mexico, Jun 5-9, 2010.

  43. N. Celik, S. Lee, H. Xi, E. Mazhari, and Y. Son, An Integrated Decision Modeling Framework for Multi-Organizational Social Network Management, In Proceedings of the Annual Industrial Engineering Research Conference 2010, Cancun, Mexico, Jun 5-9, 2010.

  44. N. Celik and Y. Son, Sequential Monte Carlo-based Fidelity Selection in Dynamic-Data-Driven Adaptive Simulations, In Proceedings of the Winter Simulation Conference 2009, Austin, TX, USA, Dec 13-16, 2009, 2281 - 2293.

  45. E. Mazhari, J. Zhao, N. Celik, S. Lee, and Y. Son, Hybrid Simulation and Optimization-based Capacity Planner for Integrated Photovoltaic Generation with Storage Units, In Proceedings of the Winter Simulation Conference 2009, Austin, TX, USA, Dec 13-16, 2009, 1511 - 1522.

  46. N. Celik and Y. Son, Sequential Monte Carlo-based Fidelity Selection in Dynamic-Data-Driven Adaptive Simulations, In Proceedings of the Annual Industrial Engineering Research Conference 2009, Miami, FL, USA, May 29-Jun 3, 2009.

  47. N. Celik, E. Mazhari, and Y. Son, Automatic Partitioning of Large Scale Simulation in Grid Computing for Run Time Reduction, In Proceedings of the Annual Industrial Engineering Research Conference 2009, Miami, FL, USA, May 29-Jun 3, 2009.

  48. N. Celik, S. Lee, P. Sarfare, and Y. Son, Dynamic-Data-Driven Adaptive Multi-scale Simulation (DDDAMS) for Planning and Control of Distributed Manufacturing Enterprises, In Proceedings of the Annual Industrial Engineering Research Conference 2008, Vancouver, Canada, May 17-20, 2008.

  49. N. Koyuncu (Celik), S. Lee, P. Sarfare, K. Vasudevan, and Y. Son, DDDAS-based Multi-Fidelity Simulation for Online Preventive Maintenance Scheduling in Semiconductor Supply Chain, In Proceedings of the Winter Simulation Conference 2007, Washington D.C., USA, Dec 9-12, 2007, 1915 - 1923.

  50. N. Koyuncu (Celik), D. Anjos, D. Cohen, C. Hansen, S. Lee, P. Sarfare, A. Shendarkar, K. Vasudevan, and Y-J. Son, DDDAS-based Multi-Fidelity Simulation for Online Preventive Maintenance Scheduling in Semiconductor Supply Chain, In Proceedings of the Annual Industrial Engineering Research Conference 2007, Nashville, TN, USA, May 19-22, 2007.

  51. Darville, J., Runsewe, T., Yavuz, A., & Celik, N. (2022, December). Machine Learning Based Simulation for Fault Detection in Microgrids. In 2022 Winter Simulation Conference (WSC) (pp. 701-712). IEEE.
  52. Runsewe, T., Yavuz, A., and Celik, N. (2023). Digital Twin Learning for Microgrid Fault Diagnosis. Proceedings of 2023 Winter Simulation Conference, San Antonio, TX, Dec. 10-13, 2023.
  53. Goodwin, T., Xu, J., Chen, C. H., and Celik, N. (2023). Epsilon Optimal Sampling. Proceedings of 2023 Winter Simulation Conference, San Antonio, TX, Dec. 10-13, 2023.

Presentations / Other Works

  1. R. Rodulfo, M. Anderson, C. Granell, and N. Celik, Core Group of City of Coral Gables/UM Collaboration on Bloomberg Challenge invited to IDEAS CAMP Conference, New York, NY, Mar 18-20, 2018.

  2. H. Damgacioglu, A. Guller, and N. Celik, A distance-based network simulation for airport runway and priority scheduling. INFORMS 2017 Annual Meeting, Houston, TX, USA, Oct 22-27, 2017. Abstract accepted for publication.

  3. H. Damgacioglu, and N. Celik, A multi-objective energy management model for operation planning in smart grids. INFORMS 2017 Annual Meeting, Houston, TX, USA, Oct 22-27, 2017. Abstract accepted for publication.

  4. H. Damgacioglu, E. Celik, and N. Celik. Feature selection for biomarker identification in DNA methylation. INFORMS 2017 Annual Meeting, Houston, TX, USA, Oct 22-27, 2017. Abstract accepted for publication.

  5. D. Yasar, M. Bastani, G. Collins, and N. Celik, SWANA’s National Solid Waste Design Competition (SWDC). Annual WASTECON Conference 2015, Orlando, FL, USA, Aug 24-27, 2015.

  6. M. Bastani and N. Celik, Assessment of Occupational and Environmental Health and Safety Risks in Solid Waste Systems, Featured in Talking Trash: The Newsletter of the SWANA Florida Sunshine Chapter, Summer 2015.

  7. A. E. Thanos, M. Bastani, and N. Celik, Waste Collection Vehicle Routing, Featured in Talking Trash: The Newsletter of the SWANA Florida Sunshine Chapter, Summer 2015.

  8. D. Yasar, and N. Celik, Assessment of Advanced Thermal Solid Waste Management Technologies, Featured in Talking Trash: The Newsletter of the SWANA Florida Sunshine Chapter, Summer 2015.

  9. M. Erkoc, N. Celik, B. Keles, M. Kucuk, H. Kucuk, A Game Theoretic Approach for Multiobjective Energy Policy Making, International Conference on Multiple Criteria Decision Making 2015, Hamburg, Germany, Aug 3-7, 2015.

  10. M. Bastani, C. Schubert, and N. Celik, Understanding the Occupational Health and Safety Risks in Solid Waste Systems, In Proceedings of the 2014 SWANA Summer Conference, Student Poster Presentation, Weston, FL, USA, Jul 27-29, 2014.

  11. E. D. Antmann, N. Celik, X. Shi, and Y. Dai, Simulation-based Decision Making Framework for Solid Waste Management and Recycling, Society of Environmental Journalists Annual Conference, Poster Presentation, Miami, FL, USA, Oct 19-23, 2011.

  12. J. P. Saenz and N. Celik, Simulation and Optimization of Electric Utility Resource Planning, Society of Environmental Journalists Annual Conference, Poster Presentation, Miami, FL, USA, Oct 19-23, 2011.

  13. N. Keen, C. Maloney, and N. Celik, Barrier Options Pricing using Monte Carlo Simulations, Research, Creativity, and Innovation Forum (RCIF) at the University of Miami, Coral Gables, FL, USA, Feb 2011.

  14. N. Celik, and Y. Son, Integrated Decision Making for Planning and Control of Distributed Manufacturing Enterprises using Dynamic-Data-Driven Adaptive Multi-Scale Simulations (DDDAMS), Nomination for the doctoral dissertation award, Dec 2010.

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