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H

Hazem Nounou

College of Science and Engineering

36H指数
312论文数
4.8K被引数
收录论文 68
发表时间
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Data-Driven Simulation of Forced Nonlinear Dynamical Systems via Multi-Output Gaussian Processes with Intrinsic Coregionalization基于固有协同区域化多输出高斯过程的强迫非线性动力系统数据驱动仿真
errCommunications in Nonlinear Science and Numerical Simulation
IF3.8
err2026-09-06
err0
PREAI
errRadhia Fezai; Nour Basha; Hazem Nounou; Mohamed Nounou
err分享
err收藏
Physics-Informed Deep Learning for Bearing Remaining Useful Life: Adaptive Paris-Law Regularization with Gaussian Processes基于物理信息深度学习的轴承剩余使用寿命预测：基于高斯过程的自适应Paris定律正则化
errIntegrating Materials and Manufacturing Innovation
IF2.5
err2026-02-01
err1
errOAAI
errDhibi, Khaled; Nounou, Hazem; El-Mellouhi, Fedwa; Nounou, Mohamed
err分享
err收藏
Curriculum-Enhanced Adaptive Sampling for Physics-Informed Neural Networks: A Robust Framework for Stiff PDEs基于课程增强的自适应采样方法用于物理信息神经网络：一种刚性偏微分方程的鲁棒框架
errMathematics
IF2.2
err2025-12-15
err0
PREAI
errCetinkaya, Hasan; Ay, Fahrettin; Tuncel, Mehmet; Nounou, Hazem; Nounou, Mohamed Numan; Kurban, Hasan; Serpedin, Erchin
err分享
err收藏
Advanced data-driven fault detection in gas-to-liquid plants
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2025-07-01
err0
PREAI
errBasha, Nour; Fezai, Radhia; Malluhi, Byanne; Dhibi, Khaled; Ibrahim, Gasim; Choudhury, Hanif A.; Challiwala, Mohamed S.; Nounou, Hazem; Elbashir, Nimir; Nounou, Mohamed
err分享
err收藏
Guided experimental design for static nonparametric modeling
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2024-10-01
err0
PREAI
errMalluhi, Byanne; Fezai, Radhia; Kravaris, Costas; Nounou, Hazem; Al-Rawashdeh, Mamoun; Nounou, Mohamed
err分享
err收藏
Improved fault detection based on kernel PCA for monitoring industrial applications
errJOURNAL OF PROCESS CONTROL
IF3.9
err2024-01-01
err7
PREAI
errAttouri, Khadija; Mansouri, Majdi; Hajji, Mansour; Kouadri, Abdelmalek; Bensmail, Abderrazak; Bouzrara, Kais; Nounou, Hazem
err分享
err收藏
Bayesian optimization of multiscale kernel principal component analysis and its application to model Gas-to-liquid (GTL) process data
errENERGY
IF9.4
err2023-12-01
err2
PREAI
errFezai, Radhia; Malluhi, Byanne; Basha, Nour; Ibrahim, Gasim; Choudhury, Hanif A.; Challiwala, Mohamed S.; Nounou, Hazem; Elbashir, Nimir; Nounou, Mohamed
err分享
err收藏
Multiscale Bayesian PCA for robust process modeling of a Fischer-Tropsch bench scale process
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2023-09-01
err1
PREAI
errMalluhi, Byanne; Basha, Nour; Fezai, Radhia; Ibrahim, Gasim; Choudhury, Hanif A.; Challiwala, Mohamed; Nounou, Hazem; Elbashir, Nimir; Nounou, Mohamed
err分享
err收藏
Research on pinhole accidental gas release in pipelines: Statistical modeling, real gas CFD simulation, and validation
errPROCESS SAFETY AND ENVIRONMENTAL PROTECTION
IF7.8
err2023-08-01
err4
PREAI
errAyyildiz, Burak; Sheriff, M. Ziyan; Rahman, Mohammad Azizur; Delgado, Adolfo; Hassan, Ibrahim; Nounou, Hazem; Nounou, Mohamed
err分享
err收藏
Wind Power Converter Fault Diagnosis Using Reduced Kernel PCA-Based BiLSTM基于缩减核PCA的BiLSTM风电变流器故障诊断
errSUSTAINABILITY
IF3.3
err2023-02-09
err8
errOAAI
errAttouri, Khadija; Mansouri, Majdi; Hajji, Mansour; Kouadri, Abdelmalek; Bouzrara, Kais; Nounou, Hazem
err分享
err收藏
Bayesian-optimized Gaussian process-based fault classification in industrial processes
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-02-01
err12
PREAI
errBasha, Nour; Kravaris, Costas; Nounou, Hazem; Nounou, Mohamed
err分享
err收藏
Enhanced PSO-Based NN for Failures Detection in Uncertain Wind Energy Systems
errIEEE ACCESS
IF3.6
err2023-01-01
err3
errOAAI
errDhibi, Khaled; Mansouri, Majdi; Trabelsi, Mohamed; Abodayeh, Kamaleldin; Bouzrara, Kais; Nounou, Hazem; Nounou, Mohamed
err分享
err收藏
Quantified Database for Methane Dehydroaromatization Reaction
errCHEMCATCHEM
IF3.9
err2022-09-29
err6
errOAAI
errElrefaei, Nagat; Basha, Nour; Nounou, Mohamed; Nounou, Hazem; Ashok, Anchu; Al-Rawashdeh, Ma'moun
err分享
err收藏
An Effective Fault Diagnosis Technique for Wind Energy Conversion Systems Based on an Improved Particle Swarm Optimization
errSUSTAINABILITY
IF3.3
err2022-09-07
err9
errOAAI
errMansouri, Majdi; Dhibi, Khaled; Nounou, Hazem; Nounou, Mohamed
err分享
err收藏
Genetic-Algorithm-Based Neural Network for Fault Detection and Diagnosis: Application to Grid-Connected Photovoltaic Systems
errSUSTAINABILITY
IF3.3
err2022-08-24
err25
errOAAI
errHichri, Amal; Hajji, Mansour; Mansouri, Majdi; Abodayeh, Kamaleldin; Bouzrara, Kais; Nounou, Hazem; Nounou, Mohamed
err分享
err收藏
An operating economics-driven perspective on monitoring and maintenance in multiple operating regimes: Application to monitor fouling in heat exchangers
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2022-08-01
err5
PREAI
errSheriff, M. Ziyan; Karim, M. Nazmul; Kravaris, Costas; Nounou, Hazem N.; Nounou, Mohamed N.
err分享
err收藏
Enhanced Multiscale Principal Component Analysis for Improved Sensor Fault Detection and Isolation
errSENSORS
IF3.5
err2022-07-26
err5
errOAAI
errMalluhi, Byanne; Nounou, Hazem; Nounou, Mohamed
err分享
err收藏
Reduced neural network based ensemble approach for fault detection and diagnosis of wind energy converter systems基于约化神经网络的风能变流器系统故障检测与诊断集成方法
errRENEWABLE ENERGY
IF9.1
err2022-07-01
err19
errOAAI
errDhibi, Khaled; Mansouri, Majdi; Bouzrara, Kais; Nounou, Hazem; Nounou, Mohamed
err分享
err收藏
Interval-Valued Reduced Ensemble Learning Based Fault Detection a Diagnosis Techniques for Uncertain Grid-Connected PV Systems
errIEEE ACCESS
IF3.6
err2022-01-01
err7
errOAAI
errDhibi, Khaled; Mansouri, Majdi; Abodayeh, Kamaleldin; Bouzrara, Kais; Nounou, Hazem; Nounou, Mohamed
err分享
err收藏
Interval-Valued SVM Based ABO for Fault Detection and Diagnosis of Wind Energy Conversion Systems
errIEEE ACCESS
IF3.6
err2022-01-01
err6
errOAAI
errMansouri, Majdi; Dhibi, Khaled; Nounou, Hazem; Nounou, Mohamed
err分享
err收藏

研究方向

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