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H
Hazem Nounou
Qatar Foundation
36
H-index
313
Paper Count
4.8K
Citation Count
0
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Published Papers
69
Publication Date
Publication Date
Impact Factor
Citations
Data-Driven Simulation of Forced Nonlinear Dynamical Systems via Multi-Output Gaussian Processes with Intrinsic Coregionalization
Communications in Nonlinear Science and Numerical Simulation
IF
3.8
2026-09-06
0
PRE
AI
Radhia Fezai; Nour Basha; Hazem Nounou; Mohamed Nounou
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A comparative study of multiclass fault classification in industrial processes: Conventional, binary decomposition, and residual-based classifiers with interval-valued features
COMPUTERS & CHEMICAL ENGINEERING
IF
3.9
2026-07-01
0
PRE
AI
Basha, Nour; Malluhi, Byanne; Nounou, Hazem; Nounou, Mohamed
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Physics-Informed Deep Learning for Bearing Remaining Useful Life: Adaptive Paris-Law Regularization with Gaussian Processes
Integrating Materials and Manufacturing Innovation
IF
2.5
2026-02-01
1
OA
AI
Dhibi, Khaled; Nounou, Hazem; El-Mellouhi, Fedwa; Nounou, Mohamed
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Curriculum-Enhanced Adaptive Sampling for Physics-Informed Neural Networks: A Robust Framework for Stiff PDEs
Mathematics
IF
2.2
2025-12-15
0
PRE
AI
Cetinkaya, Hasan; Ay, Fahrettin; Tuncel, Mehmet; Nounou, Hazem; Nounou, Mohamed Numan; Kurban, Hasan; Serpedin, Erchin
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Advanced data-driven fault detection in gas-to-liquid plants
COMPUTERS & CHEMICAL ENGINEERING
IF
3.9
2025-07-01
0
PRE
AI
Basha, Nour; Fezai, Radhia; Malluhi, Byanne; Dhibi, Khaled; Ibrahim, Gasim; Choudhury, Hanif A.; Challiwala, Mohamed S.; Nounou, Hazem; Elbashir, Nimir; Nounou, Mohamed
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Guided experimental design for static nonparametric modeling
CHEMICAL ENGINEERING SCIENCE
IF
4.3
2024-10-01
0
PRE
AI
Malluhi, Byanne; Fezai, Radhia; Kravaris, Costas; Nounou, Hazem; Al-Rawashdeh, Mamoun; Nounou, Mohamed
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Improved fault detection based on kernel PCA for monitoring industrial applications
JOURNAL OF PROCESS CONTROL
IF
3.9
2024-01-01
7
PRE
AI
Attouri, Khadija; Mansouri, Majdi; Hajji, Mansour; Kouadri, Abdelmalek; Bensmail, Abderrazak; Bouzrara, Kais; Nounou, Hazem
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Bayesian optimization of multiscale kernel principal component analysis and its application to model Gas-to-liquid (GTL) process data
ENERGY
IF
9.4
2023-12-01
2
PRE
AI
Fezai, Radhia; Malluhi, Byanne; Basha, Nour; Ibrahim, Gasim; Choudhury, Hanif A.; Challiwala, Mohamed S.; Nounou, Hazem; Elbashir, Nimir; Nounou, Mohamed
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Multiscale Bayesian PCA for robust process modeling of a Fischer-Tropsch bench scale process
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF
3.8
2023-09-01
1
PRE
AI
Malluhi, Byanne; Basha, Nour; Fezai, Radhia; Ibrahim, Gasim; Choudhury, Hanif A.; Challiwala, Mohamed; Nounou, Hazem; Elbashir, Nimir; Nounou, Mohamed
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Research on pinhole accidental gas release in pipelines: Statistical modeling, real gas CFD simulation, and validation
PROCESS SAFETY AND ENVIRONMENTAL PROTECTION
IF
7.8
2023-08-01
4
PRE
AI
Ayyildiz, Burak; Sheriff, M. Ziyan; Rahman, Mohammad Azizur; Delgado, Adolfo; Hassan, Ibrahim; Nounou, Hazem; Nounou, Mohamed
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Wind Power Converter Fault Diagnosis Using Reduced Kernel PCA-Based BiLSTM
SUSTAINABILITY
IF
3.3
2023-02-09
8
OA
AI
Attouri, Khadija; Mansouri, Majdi; Hajji, Mansour; Kouadri, Abdelmalek; Bouzrara, Kais; Nounou, Hazem
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Bayesian-optimized Gaussian process-based fault classification in industrial processes
COMPUTERS & CHEMICAL ENGINEERING
IF
3.9
2023-02-01
12
PRE
AI
Basha, Nour; Kravaris, Costas; Nounou, Hazem; Nounou, Mohamed
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Enhanced PSO-Based NN for Failures Detection in Uncertain Wind Energy Systems
IEEE ACCESS
IF
3.6
2023-01-01
3
OA
AI
Dhibi, Khaled; Mansouri, Majdi; Trabelsi, Mohamed; Abodayeh, Kamaleldin; Bouzrara, Kais; Nounou, Hazem; Nounou, Mohamed
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Quantified Database for Methane Dehydroaromatization Reaction
CHEMCATCHEM
IF
3.9
2022-09-29
6
OA
AI
Elrefaei, Nagat; Basha, Nour; Nounou, Mohamed; Nounou, Hazem; Ashok, Anchu; Al-Rawashdeh, Ma'moun
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An Effective Fault Diagnosis Technique for Wind Energy Conversion Systems Based on an Improved Particle Swarm Optimization
SUSTAINABILITY
IF
3.3
2022-09-07
9
OA
AI
Mansouri, Majdi; Dhibi, Khaled; Nounou, Hazem; Nounou, Mohamed
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Genetic-Algorithm-Based Neural Network for Fault Detection and Diagnosis: Application to Grid-Connected Photovoltaic Systems
SUSTAINABILITY
IF
3.3
2022-08-24
25
OA
AI
Hichri, Amal; Hajji, Mansour; Mansouri, Majdi; Abodayeh, Kamaleldin; Bouzrara, Kais; Nounou, Hazem; Nounou, Mohamed
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An operating economics-driven perspective on monitoring and maintenance in multiple operating regimes: Application to monitor fouling in heat exchangers
CHEMICAL ENGINEERING RESEARCH & DESIGN
IF
3.9
2022-08-01
5
PRE
AI
Sheriff, M. Ziyan; Karim, M. Nazmul; Kravaris, Costas; Nounou, Hazem N.; Nounou, Mohamed N.
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Enhanced Multiscale Principal Component Analysis for Improved Sensor Fault Detection and Isolation
SENSORS
IF
3.5
2022-07-26
5
OA
AI
Malluhi, Byanne; Nounou, Hazem; Nounou, Mohamed
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Reduced neural network based ensemble approach for fault detection and diagnosis of wind energy converter systems
RENEWABLE ENERGY
IF
9.1
2022-07-01
19
OA
AI
Dhibi, Khaled; Mansouri, Majdi; Bouzrara, Kais; Nounou, Hazem; Nounou, Mohamed
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Interval-Valued Reduced Ensemble Learning Based Fault Detection a Diagnosis Techniques for Uncertain Grid-Connected PV Systems
IEEE ACCESS
IF
3.6
2022-01-01
7
OA
AI
Dhibi, Khaled; Mansouri, Majdi; Abodayeh, Kamaleldin; Bouzrara, Kais; Nounou, Hazem; Nounou, Mohamed
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Research Directions
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Co-authors
Cooperation Journals
H
Haitham Abu‐Rub
H-index: 72 · Papers: 733
E
Edward R. Dougherty
H-index: 68 · Papers: 913
M
Magdi S. Mahmoud
H-index: 53 · Papers: 733
F
Fouzi Harrou
H-index: 51 · Papers: 272
E
Erchin Serpedin
H-index: 49 · Papers: 558
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