Nurcin Celik

Orcid: 0000-0002-5479-7911

According to our database1, Nurcin Celik authored at least 52 papers between 2009 and 2024.

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Bibliography

2024
Real-time digital twin-based optimization with predictive simulation learning.
J. Simulation, January, 2024

2023
Digital Twin Based Learning Framework for Adaptive Fault Diagnosis In Microgrids with Autonomous Reconfiguration Capabilities.
Proceedings of the Winter Simulation Conference, 2023

Epsilon Optimal Sampling.
Proceedings of the Winter Simulation Conference, 2023

2022
Microgrid Operational Planning using a Hybrid Neural Network with Resource-aware Scenario Selection.
Simul. Model. Pract. Theory, 2022

A Novel Composite Resilience Indicator for Decentralized Infrastructure Systems (CRI-DS).
CoRR, 2022

Machine Learning Based Simulation for Fault Detection in Microgrids.
Proceedings of the Winter Simulation Conference, 2022

DDDAS-Based Learning for Edge Computing at 5G and Beyond 5G.
Proceedings of the Dynamic Data Driven Applications Systems - 4th International Conference, 2022

DDDAS for Optimized Design and Management of 5G and Beyond 5G (6G) Networks.
Proceedings of the Dynamic Data Driven Applications Systems - 4th International Conference, 2022

2021
Efficient Simulation Optimization with Simulation Learning.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

2020
Intra-Cluster Distance Minimization in DNA Methylation Analysis Using an Advanced Tabu-Based Iterative $k$k-Medoids Clustering Algorithm (T-CLUST).
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

Particle Filtering-Based Low-Elevation Target Tracking With Multipath Interference Over the Ocean Surface.
IEEE Trans. Aerosp. Electron. Syst., 2020

Advancing Self-Healing Capabilities in Interconnected Microgrids via Dynamic Data Driven Applications System with Relational Database Management.
Proceedings of the Winter Simulation Conference, 2020

Simulation Based Modeling for a Cybersecure Power Grid.
Proceedings of the Spring Simulation Conference, 2020

Microgrid Operational Planning Using Deviation Clustering Within a DDDAS Framework.
Proceedings of the Dynamic Data Driven Applications Systems, 2020

2019
Estimating gene expression from high-dimensional DNA methylation levels in cancer data: A bimodal unsupervised dimension reduction algorithm.
Comput. Ind. Eng., 2019

Simulation for Cyber Risk Management - Where are we, and Where do we Want to Go?
Proceedings of the 2019 Winter Simulation Conference, 2019

2018
Dynamic Data Driven Application Systems for Identification of Biomarkers in DNA Methylation.
Proceedings of the Handbook of Dynamic Data Driven Applications Systems., 2018

A Dynamic Data-Driven Optimization Framework for Demand Side Management in Microgrids.
Proceedings of the Handbook of Dynamic Data Driven Applications Systems., 2018

A route-based network simulation framework for airport ground system disruptions.
Comput. Ind. Eng., 2018

2017
Dynamic Data Driven Adaptive Simulation Framework for Automated Control in Microgrids.
IEEE Trans. Smart Grid, 2017

Relative Entropy-Based Density Selection in Particle Filtering for Load Demand Forecast.
IEEE Trans Autom. Sci. Eng., 2017

An agent-based model of social networks for evaluating asthma control interventions on reducing the emergency department visits.
J. Simulation, 2017

Simulation based multi-mission cutter scheduling evaluation for the United States Coast Guard.
Proceedings of the 2017 Winter Simulation Conference, 2017

2016
Modeling energy-aware web services and application.
J. Netw. Comput. Appl., 2016

A particle filtering-based estimation of distribution algorithm for multi-objective optimisation.
Int. J. Simul. Process. Model., 2016

A multiple perspective modeling and simulation approach for renewable energy policy evaluation.
Comput. Ind. Eng., 2016

MO<sup>2</sup>TOS: Multi-Fidelity Optimization with Ordinal Transformation and Optimal Sampling.
Asia Pac. J. Oper. Res., 2016

An Evolutionary Sequential Sampling Algorithm for Multi-Objective Optimization.
Asia Pac. J. Oper. Res., 2016

Dynamic data driven application systems for smart cities and urban infrastructures.
Proceedings of the Winter Simulation Conference, 2016

2015
A game theoretic approach for load-shifting in the smart grid.
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

A Dynamic Data-driven Approach for Operation Planning of Microgrids.
Proceedings of the International Conference on Computational Science, 2015

2014
Efficient multi-fidelity simulation optimization.
Proceedings of the 2014 Winter Simulation Conference, 2014

Efficient design selection in microgrid simulations.
Proceedings of the 2014 Winter Simulation Conference, 2014

An ordinal transformation framework for multi-fidelity simulation optimization.
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

2013
Continuous-discrete simulation-based decision making framework for solid waste management and recycling programs.
Comput. Ind. Eng., 2013

A DDDAMS framework for real-time load dispatching in power networks.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

DDDAMS-Based Dispatch Control in Power Networks.
Proceedings of the International Conference on Computational Science, 2013

2012
Simulation-based workforce assignment considering position in a social network.
Simul., 2012

Impact of information sharing in hierarchical decision-making framework in manufacturing supply chains.
J. Intell. Manuf., 2012

Electric utility resource planning using Continuous-Discrete Modular Simulation and Optimization (CoDiMoSO).
Comput. Ind. Eng., 2012

Optimization of distributed generation penetration based on particle filtering.
Proceedings of the Winter Simulation Conference, 2012

2011
Hybrid agent-based simulation for policy evaluation of solar power generation systems.
Simul. Model. Pract. Theory, 2011

Hybrid simulation and optimization-based design and operation of integrated photovoltaic generation, storage units, and grid.
Simul. Model. Pract. Theory, 2011

Simulation-based workforce assignment in a multi-organizational social network for alliance-based software development.
Simul. Model. Pract. Theory, 2011

Utility resource planning using modular simulation and optimization.
Proceedings of the Winter Simulation Conference 2011, 2011

2010
Integrated Decision Making for Planning and control of Distributed manufacturing Enterprises using Dynamic-Data-Driven adaptive Multi-Scale simulations (DDDAMS).
PhD thesis, 2010

Automatic Partitioning of Large Scale Simulation in Grid Computing for Run Time Reduction.
Int. J. Oper. Res. Inf. Syst., 2010

Simulation-based workforce assignment considering position in a social network.
Proceedings of the 2010 Winter Simulation Conference, 2010

State estimation of a supply chain using improved resampling rules for particle filtering.
Proceedings of the 2010 Winter Simulation Conference, 2010

2009
An integrated simulation modelling framework for decision aids in enterprise software development process.
Int. J. Simul. Process. Model., 2009

Hybrid Simulation and Optimization-based Capacity Planner for Integrated Photovoltaic Generation with Storage Units.
Proceedings of the 2009 Winter Simulation Conference, 2009

Sequential Monte Carlo-based Fidelity Selection in Dynamic-data-driven Adaptive Multi-scale Simulations (DDDAMS).
Proceedings of the 2009 Winter Simulation Conference, 2009


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