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Ümit Cali

norwegian university of science and technology

30H-index
239Paper Count
3.0KCitation Count
Published Papers 65
Publication Date
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FracTrace: Long-horizon credit assignment in deep reinforcement learning via fractional eligibility traces
errNeurocomputing
IF6.5
err2026-09-02
err0
errOAAI
errYashar Mousavi; Rashin Mousavi; Arash Mousavi; Mahsa Tavasoli; Ibrahim Beklan Kucukdemiral; Afef Fekih; Umit Cali
errShare
errSave
BERT4MIMO: A transformer-based model using BERT architecture for massive MIMO channel state information reconstruction
errDigital Signal Processing
IF3
err2026-08-27
err0
PREAI
errFerhat Ozgur Catak; Murat Kuzlu; Umit Cali
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errSave
Camel foraging optimization algorithm: a mechanism-driven metaheuristic with fractional memory for constrained optimization
errScientific Reports
IF3.9
err2026-08-21
err0
errOAAI
errIdriss Dagal; Elif Demir; Alpaslan Demirci; Umit Cali
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Reliability-constrained cost optimization of standalone photovoltaic water pumping systems under time-structured irrigation demand
errScientific Reports
IF3.9
err2026-08-08
err0
errOAAI
errAlpaslan Demirci; Pelin Özgür; Musa Terkes; Idriss Dagal; Umit Cali
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errSave
Degradation-aware PSO–MPC energy management for second-life battery prosumer microgrids
errScientific Reports
IF3.9
err2026-07-27
err0
errOAAI
errMusa Terkes; Alpaslan Demirci; Idriss Dagal; Erdin Gokalp; Umit Cali
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errSave
Assessment of renewable energy growth, regional imbalances, and sustainability challenges in India’s power sector
errEnergy Conversion and Management-X
IF7.6
err2026-07-17
err0
errOAAI
errSubhojit Dawn; S.N.V.S.K. Chaitanya; Shreya Shree Das; Taha Selim Ustun; Amar A. Dum; Umit Cali
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errSave
An interpretable and uncertainty-aware hybrid framework for short-term load forecasting in modern energy systems
errEnergy Reports
IF5.1
err2026-06-24
err0
errOAAI
errMusa Terkes; Alpaslan Demirci; Idriss Dagal; Erdin Gokalp; Umit Cali
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errSave
A state-adaptive booby optimization algorithm for engineering design and medical data applications
errScientific Reports
IF3.9
err2026-05-30
err0
errOAAI
errIdriss Dagal; Alpaslan Demirci; Umit Cali
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errSave
Optimizing cost and reliability in off-grid microgrids: A hybrid paradigm utilizing k-medoids for scenario reduction
errEnergy Conversion and Management: X
IF10.9
err2026-04-16
err0
errOAAI
errAritra Ghosh; Arup Kumar Goswami; Taha Selim Ustun; Umit Cali
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errSave
Generative AI and LLM applications in renewable energy and smart grids: a systematic review for the sustainable energy transition
errArtificial Intelligence Review
IF13.9
err2026-04-07
err0
errOAAI
errUmit Cali; Ugur Halden; Merlinda Andoni; Ferhat Ozgur Catak; Si Chen; Benoit Couraud; Emre Kantar; Samuel Knapper; Ibrahim Kucukdemiral; Huseyin Kusetogullari; Murat Kuzlu; Yashar Mousavi; Sonam Norbu; Taha Selim Ustun; David Flynn
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errSave
Electric mobility in India: charging infrastructure, energy storage, grid integration, and policy perspectives
errEnergy Conversion and Management: X
IF10.9
err2026-03-17
err0
errOAAI
errShreya Shree Das; Subhojit Dawn; Sadhan Gope; Taha Selim Ustun; Umit Cali
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errSave
Cyber-resilient control based on soft reinforcement learning for inverter-based PV/FC systems: Real-time implementation and validation
errEnergy Reports
IF5.1
err2026-03-16
err0
errOAAI
errTze-Zhang Ang; Mohamed Salem; Mohamad Kamarol; Maher G.M. Abdolrasol; Taha Selim Ustun; Umit Cali
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errSave
QRL-AFOFA: Q-learning enhanced self-adaptive fractional order firefly algorithm for large-scale and dynamic multiobjective optimization problems
errArtificial Intelligence Review
IF13.9
err2026-02-19
err0
errOAAI
errYashar Mousavi; Parastoo Akbari; Rashin Mousavi; Arash Mousavi; Ibrahim Beklan Kucukdemiral; Afef Fekih; Umit Cali
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errSave
Comparative analysis of AI-based regression models for solar power forecasting: Techniques, preprocessing, and evaluation
errEnergy Reports
IF5.1
err2026-01-30
err0
errOAAI
errMusa Terkes; Alpaslan Demirci; Idriss Dagal; Erdin Gokalp; Umit Cali
errShare
errSave
Towards reliable solar power forecasting in Sub-Saharan Africa: An explainable hybrid AI approach for Chad
errEnergy Reports
IF5.1
err2026-01-25
err0
errOAAI
errAlpaslan Demirci; Idriss Dagal; Musa Terkes; Umit Cali
errShare
errSave
Advancing Digital Privacy Education: A Global Curriculum Initiative
errINFORMATION SECURITY EDUCATION. EMPOWERING PEOPLE THROUGH INFORMATION SECURITY EDUCATION, WISE 2025
IF0
err2026-01-01
err0
PREAI
errTejay, Gurvirender P. S.; Bonaci, Tamara; Breaux, Travis; Cali, Umit; Cuadross-Vargas, Ernesto; Foresti, Sara; McGettrick, Andrew; Raj, Rajendra; Rannenberg, Kai; Seely, Andrew
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errSave
Trends in health literacy discussions within primary health care research: A topic analysis using machine learning techniques
errAtencion Primaria
IF1.6
err2026-01-01
err0
errOAAI
errDamar, Muhammet; Pinto, Andrew David; Hosseini, Benita; da Trindade, Thiago Gomes; Aydin, Omer; Erenay, Fatih Safa; Cali, Umit
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errSave
Design and Implementation of an Integrated Framework for Smart City Land Administration and Heritage Protection
errHERITAGE
IF1.9
err2025-12-04
err0
errOAAI
errMitrea, Dan Alexandru; Marian, Constantin Viorel; Iacob, Mihaela; Vasilateanu, Andrei; Cali, Umit; Cazan, Cristian Alexandru
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errSave
Enhanced control of brushless doubly-fed reluctance generators for wind energy: A novel speed sensor-less variable speed constant frequency approach
errEnergy Reports
IF5.1
err2025-10-30
err0
errOAAI
errSubir Datta; John Lalsanglien; Subhasish Deb; Robert Singh; C. Romingtlunga; Taha Selim Ustun; Umit Cali
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errSave
Science mapping of COVID-19 contributions in primary health care by OECD countries: A machine learning approach
errDIGITAL HEALTH
IF3.3
err2025-10-27
err0
errOAAI
errMuhammet Damar; Benita Hosseini; Andrew David Pinto; Omer Aydin; Umit Cali
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errSave

Research Directions

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Co-authors
Cooperation Journals
K
Kim‐Kwang Raymond Choo
H-index: 123 · Papers: 1.5K
D
Dragan Pamučar
H-index: 80 · Papers: 788
W
Wolfgang Prinz
H-index: 78 · Papers: 855
M
Muhammet Deveci
H-index: 65 · Papers: 498
F
Florentín Smarandache
H-index: 64 · Papers: 2.9K
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