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Nurçin Çelik

university of miami

20H-index
121Paper Count
1.3KCitation Count
Published Papers 31
Publication Date
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Adaptive Data Driven Network Slicing and Resource Blocks Assignment Using Deep Reinforcement Learning
errDYNAMIC DATA DRIVEN APPLICATIONS SYSTEMS, DDDAS/INFOSYMBIOTICS FOR RELIABLE AI 2024
IF0
err2026-01-01
err0
PREAI
errAlsaheal, Abdullah; Langhals, Brent; Celik, Nurcin
errShare
errSave
Supercharging Digital Twins with AI
errAsia-Pacific Journal of Operational Research
IF1
err2025-10-01
err1
PREAI
errLiu, Yuan-Yuan; Celik, Nurcin; Chang, Kuo-Hao; Chen, Chun-Hung; Yucesan, Enver
errShare
errSave
Automated assessment of laparoscopic pattern cutting skills using computer vision and deep learning
errSurgery
IF2.7
err2025-07-10
err0
PREAI
errFuat Uyguroglu; William Joseph Hoy; Adam Meyers; Cheng-Bang Chen; Nurcin Celik; M. Carolina Jimenez; Jose M. Martinez; Daniel Sleeman; Laurence R. Sands; Onur C. Kutlu; Mehmet Akcin
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errSave
Operationalizing resilience: A deductive fault-driven resilience index for enabling adaptation
errPROCESS SAFETY AND ENVIRONMENTAL PROTECTION
IF7.8
err2023-09-01
err4
errOAAI
errAmer, Lamis; Erkoc, Murat; Celik, Nurcin; Andiroglu, Esber
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errSave
Machine learning models for estimating contamination across different curbside collection strategies
errJOURNAL OF ENVIRONMENTAL MANAGEMENT
IF8.4
err2023-08-01
err6
errOAAI
errRunsewe, T.; Damgacioglu, H.; Perez, L.; Celik, N.
errShare
errSave
Effective sampling for drift mitigation in machine learning using scenario selection: A microgrid case study
errAPPLIED ENERGY
IF11
err2023-07-01
err7
errOAAI
errDarville, Joshua; Yavuz, Abdurrahman; Runsewe, Temitope; Celik, Nurcin
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errSave
A Sequential Sampling-based Particle Swarm Optimization to Control Droop Coefficients of Distributed Generation Units in Microgrid Clusters
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2023-03-01
err5
errOAAI
errYavuz, Abdurrahman; Celik, Nurcin; Chen, Chun-Hung; Xu, Jie
errShare
errSave
In-situ optimization of thermoset composite additive manufacturing via deep learning and computer vision
errADDITIVE MANUFACTURING
IF11.1
err2022-10-01
err21
errOAAI
errWright, William Jordan; Darville, Joshua; Celik, Nurcin; Koerner, Hilmar; Celik, Emrah
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errSave
Microgrid Operational Planning using a Hybrid Neural Network with Resource-aware Scenario Selection
errSIMULATION MODELLING PRACTICE AND THEORY
IF4.6
err2022-09-01
err6
errOAAI
errDarville, Joshua; Curia, Jin; Celik, Nurcin
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errSave
A two-stage decomposition method for integrated optimization of islanded AC grid operation scheduling and network reconfiguration
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2022-03-01
err11
errOAAI
errDamgacioglu, Haluk; Celik, Nurcin
errShare
errSave
Intra-Cluster Distance Minimization in DNA Methylation Analysis Using an Advanced Tabu-Based Iterative k-Medoids Clustering Algorithm (T-CLUST)
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2020-07-01
err9
PREAI
errDamgacioglu, Haluk; Celik, Emrah; Celik, Nurcin
errShare
errSave
Recovering value from single stream material recovery facilities - An outbound contamination analysis in Florida
errWASTE MANAGEMENT
IF7.1
err2020-02-01
err27
PREAI
errDamgacioglu, H.; Hornilla, M.; Bafail, O.; Celik, N.
errShare
errSave
Estimating gene expression from high-dimensional DNA methylation levels in cancer data: A bimodal unsupervised dimension reduction algorithm
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2019-04-01
err9
PREAI
errDamgacioglu, Haluk; Celik, Emrah; Celik, Nurcin
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errSave
A route-based network simulation framework for airport ground system disruptions
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2018-10-01
err9
PREAI
errDamgacioglu, Haluk; Celik, Nurcin; Guller, Alyssa
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errSave
An evolutionary simulation optimization framework for interruptible load management in the smart grid
errSUSTAINABLE CITIES AND SOCIETY
IF12
err2018-08-01
err20
errOAAI
errBastani, Mehrad; Thanos, Aristotelis E.; Damgacioglu, Haluk; Celik, Nurcin; Chen, Chun-Hung
errShare
errSave
Relative Entropy-Based Density Selection in Particle Filtering for Load Demand Forecast
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2017-04-01
err8
PREAI
errShi, Xiaoran; Celik, Nurcin
errShare
errSave
Dynamic Data Driven Adaptive Simulation Framework for Automated Control in Microgrids
errIEEE TRANSACTIONS ON SMART GRID
IF9.8
err2017-01-01
err20
PREAI
errThanos, Aristotelis E.; Bastani, Mehrad; Celik, Nurcin; Chen, Chun-Hung
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errSave
A multiple perspective modeling and simulation approach for renewable energy policy evaluation
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2016-12-01
err9
PREAI
errAlyamani, Talal; Damgacioglu, Haluk; Celik, Nurcin; Asfour, Shibab; Feiock, Richard
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errSave
Modeling energy-aware web services and application
errJOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF8
err2016-05-01
err6
PREAI
errBartalos, Peter; Wei, Yi; Blake, M. Brian; Damgacioglu, Haluk; Saleh, Iman; Celik, Nurcin
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errSave
Assessment of occupational safety risks in Floridian solid waste systems using Bayesian analysis
errWASTE MANAGEMENT & RESEARCH
IF4.3
err2015-07-28
err7
PREAI
errBastani, Mehrad; Celik, Nurcin
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
R
Richard C. Feiock
H-index: 60 · Papers: 307
F
Fatih Evrendilek
H-index: 54 · Papers: 261
K
Keith G. Provan
H-index: 47 · Papers: 125
H
Hilmar Koerner
H-index: 46 · Papers: 220
Y
Young‐Jun Son
H-index: 41 · Papers: 334
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