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M

Mohammadreza Aghaei

norwegian university of science and technology

28H-index
195Paper Count
3.6KCitation Count
Published Papers 27
Publication Date
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Leveraging Explainable Automated Machine Learning (AutoML) and Metabolomics for Robust Diagnosis and Pathophysiological Insights in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS)
errDiagnostics
IF3.3
err2026-03-03
err0
errOAAI
errFatma Hilal Yagin; Cemil Colak; Fahaid Al-Hashem; Sarah A. Alzakari; Amel Ali Alhussan; Mohammadreza Aghaei
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errSave
Identification of a Novel Lipidomic Biomarker for Hepatocyte Carcinoma Diagnosis: Advanced Boosting Machine Learning Techniques Integrated with Explainable Artificial Intelligence
errMetabolites 2025, Vol. 15, Page 716
IF3.7
err2025-11-02
err0
errOAAI
errFatma Hilal Yagin; Cemil Colak; Fahaid Al-Hashem; Sarah A. Alzakari; Amel Ali Alhussan; Mohammadreza Aghaei
errShare
errSave
Machine Learning-Integrated Explainable Artificial Intelligence Approach for Predicting Steroid Resistance in Pediatric Nephrotic Syndrome: A Metabolomic Biomarker Discovery Study
errPharmaceuticals 2025, Vol. 18, Page 1659
IF4.8
err2025-11-01
err0
errOAAI
errFatma Hilal Yagin; Feyza Inceoglu; Cemil Colak; Amal K. Alkhalifa; Sarah A. Alzakari; Mohammadreza Aghaei
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errSave
Experimental insights on CIRLEM: Enhancing energy efficiency and flexibility in buildings
errEnergy and Buildings
IF7.1
err2025-10-31
err0
errOAAI
errMohammad Hosseini; Panayiotis Papadopoulos; Muhammad Salman Shahid; Kavan Javanroodi; Silvia Erba; Etta Grover-silva; Peter Riederer; Amin Moazami; Frederic Wurtz; Benoit Delinchant; Salvatore Carlucci; Mohammadreza Aghaei; Vahid Nik
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errSave
Machine Learning Classification of Cognitive Status in Community-Dwelling Sarcopenic Women: A SHAP-Based Analysis of Physical Activity and Anthropometric Factors
errMEDICINA-LITHUANIA
IF2.4
err2025-10-14
err0
PREAI
errGormez, Yasin; Yagin, Fatma Hilal; Aygun, Yalin; Alzakari, Sarah A.; Alhussan, Amel Ali; Aghaei, Mohammadreza
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errSave
Deep reinforcement learning for photovoltaic performance ratio estimation and accurate degradation stage diagnosis based on precise RS-RP evaluation
errResults in Engineering
IF7.9
err2025-10-08
err0
errOAAI
errSherko Salehpour; Aref Eskandari; Amir Nedaei; Mohammadreza Aghaei
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errSave
Alpha particle fluence-dependent physico-chemical properties of polycarbonate (Makrofol) surface after electrochemical etching
errSurfaces and Interfaces
IF6.3
err2025-10-03
err0
PREAI
errReyhaneh Sadat Motevallian; Parviz Parvin; Seyedeh Zahra Mortazavi; Ali Reyhani; Nafiseh Sadat Kalantari; Negin Nezamlou; Amir Jafargholi; Mohammadreza Aghaei; Mahdi Ebrahimi; Mehdi Sohrabi
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errSave
Enhancing self-consumption ratio in a smart microgrid by applying a reinforcement learning-based energy management system
errEnergy
IF9.4
err2025-08-05
err0
PREAI
errParisa Hajialigol; Kingsley Nweye; Mohammadreza Aghaei; Behzad Najafi; Amin Moazami; Zoltan Nagy
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errSave
Photovoltaic fault detection and classification: Reconsideration of classic machine learning and dataset shrinkage techniques for simplification
errResults in Engineering
IF7.9
err2025-07-31
err0
errOAAI
errAmir Nedaei; Aref Eskandari; Mohammadreza Aghaei
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errSave
Two-stage deep Q-network reinforcement learning based ultra-efficient fault diagnosis and severity assessment scheme for photovoltaic protection
errENERGY AND AI
IF9.6
err2025-05-01
err0
errOAAI
errSherko Salehpour; Aref Eskandari; Amir Nedaei; Mohammadreza Aghaei
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errSave
Energy and exergy efficiencies of batch paddy rice drying with liquefied petroleum gas dehumidification: A comprehensive analysis using adaptive neuro-fuzzy inference system and artificial neural networks approaches
errENERGY CONVERSION AND MANAGEMENT-X
IF7.6
err2025-01-01
err1
errOAAI
errLeilayi, Maedeh; Arabhosseini, Akbar; Akhijahani, Hadi Samimi; Kaveh, Mohammad; Nezamlou, Negin; Aghaei, Mohammadreza
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errSave
Digital-PV: A digital twin-based platform for autonomous aerial monitoring of large-scale photovoltaic power plants
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2024-12-01
err1
errOAAI
errKolahi, M.; Esmailifar, S. M.; Sizkouhi, A. M. Moradi; Aghaei, M.
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errSave
Autonomous Intelligent Monitoring of Photovoltaic Systems: An In-Depth Multidisciplinary Review
errPROGRESS IN PHOTOVOLTAICS
IF7.6
err2024-11-10
err0
errOAAI
errAghaei, M.; Kolahi, M.; Nedaei, A.; Venkatesh, N. S.; Esmailifar, S. M.; Sizkouhi, A. M. Moradi; Aghamohammadi, A.; Oliveira, A. K. V.; Eskandari, A.; Parvin, P.; Milimonfared, J.; Sugumaran, V.; Ruether, R.
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errSave
A multilayer integrative approach for diagnosis, classification and severity detection of electrical faults in photovoltaic arrays
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-10-01
err6
errOAAI
errEskandari, Aref; Nedaei, Amir; Milimonfared, Jafar; Aghaei, Mohammadreza
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errSave
Enhancing photovoltaic module fault diagnosis: Leveraging unmanned aerial vehicles and autoencoders in machine learning
errSUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS
IF7
err2024-04-01
err9
errOAAI
errPrasshanth, C. V.; Venkatesh, S. Naveen; Sugumaran, V.; Aghaei, Mohammadreza
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errSave
Enhancing climate resilience in buildings using Collective Intelligence: A pilot study on a Norwegian elderly care center
errENERGY AND BUILDINGS
IF7.1
err2024-04-01
err2
errOAAI
errHosseini, Mohammad; Erba, Silvia; Hajialigol, Parisa; Aghaei, Mohammadreza; Moazami, Amin; Nik, Vahid M.
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errSave
Detection of visual faults in photovoltaic modules using a stacking ensemble approach
errHELIYON
IF3.6
err2024-03-01
err4
errOAAI
errVenkatesh, S. Naveen; Sripada, Divya; Sugumaran, V; Aghaei, Mohammadreza
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errSave
A layer-2 solution for inspecting large-scale photovoltaic arrays through aerial LWIR multiview photogrammetry and deep learning: A hybrid data-centric and model-centric approach
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-08-01
err9
PREAI
errZefri, Yahya; Sebari, Imane; Hajji, Hicham; Aniba, Ghassane; Aghaei, Mohammadreza
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errSave
Multi-pronged degradation analysis of a photovoltaic power plant after 9.5 years of operation under hot desert climatic conditions
errPROGRESS IN PHOTOVOLTAICS
IF7.6
err2023-04-11
err9
errOAAI
errDaher, Daha Hassan; Aghaei, Mohammadreza; Quansah, David A.; Adaramola, Muyiwa S.; Parvin, Parviz; Menezo, Christophe
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errSave
A weighted ensemble learning-based autonomous fault diagnosis method for photovoltaic systems using genetic algorithm
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2023-01-01
err26
errOAAI
errEskandari, Aref; Aghaei, Mohammadreza; Milimonfared, Jafar; Nedaei, Amir
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
G
Gholamhassan Najafi
H-index: 75 · Papers: 318
S
Shahzada Ahmad
H-index: 61 · Papers: 294
A
Asghar Aghamohammadi
H-index: 61 · Papers: 518
P
Peter Riederer
H-index: 57 · Papers: 462
M
Michael G. Debije
H-index: 57 · Papers: 221
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