Abdelmalek Zine
Présentation
Publications
Publications
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Utilizing a Machine Learning-Based Surrogate Model for Structural Reliability Analysis16e édition du Congrès de Mécanique, Université Cadi Ayyad; actes publiés par springer; https://www.smsm.org.ma/cmm2024/, May 2024, Marrackech, Morocco |
Algebraic k-space identification 2D technique for the automatic extraction of complex k-space of 2D structures in presence of uncertainty31st International Conference on Noise and Vibration Engineering, ISMA 2024 and 10th International Conference on Uncertainty in Structural Dynamics, USD 2024, Sep 2024, Louvain, Belgium |
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Reliability analysis of mechanical structure with surrogate modelFifth Conference on Structural Nonlinear Dynamics and Diagnosis CSNDD, May 2023, Marrackech, Morocco |
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Reliability analysis and prediction of uncertainty structure with machine learningbased surrogate mechanicsInternational E-Conference on Mechanics, Mechatronics, Materials and Civil engineering, Université Abdelmalek Essaadi, Sep 2022, Tetouan, Morocco |
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Damage evaluation and tracking using kriging approaches on wave-guide dispersion curvesEighth International Conference on Structural Engineering, Mechanics and Computation, Sep 2022, Cape Town, South Africa. pp.1759-1763, ⟨10.1201/9781003348443-288⟩ |
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Algebraic wavenumber identification method in presence of uncertaintyNDECS 2022 - 2nd International Conference on Non-Destructive Evaluation of Composite Structures, Apr 2022, Tetouan, Morocco. pp.00005, ⟨10.1051/matecconf/202236000005⟩ |
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Neural Network-based Surrogates of Gear Whine Noise for Uncertainty Propagation7th European Conference on Structural Control, IPPT PAN, Jul 2022, Warsaw, Poland. pp.192-200 |
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Wave Transmission and Reflection Analysis Based on the Three-dimensional Second Strain Gradient TheoryWMVC 2022: 10th International Conference on Wave Mechanics and Vibrations, Jul 2022, Lisbon, Portugal. ⟨10.1007/978-3-031-15758-5_78⟩ |
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Interpretable and Physics-Supported Machine Learning Model for Sound Transmission Loss AnalysisISMA 2022 - International Conference on Noise and Vibration Engineering, Sep 2022, Leuven, Belgium. pp.1-15 |
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Mixed finite element method of a seawater intrusion problem in confined aquifersSAWIS International Conference on GIS and Applied Computing for Water Resources (WMAD21), Sep 2021, Kenitra, France. pp.05004, ⟨10.1051/e3sconf/202131405004⟩ |
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Quantitative Analysis of Skin using Diffuse Reflectance for Non-invasive Pigments Detection16th International Conference on Computer Vision Theory and Applications, Feb 2021, Online Streaming, France. pp.604-614, ⟨10.5220/0010326806040614⟩ |
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Machine learning based reliability analysis of uncertain structures under stochastic excitationThe 11th International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, QR2MSE2021 and ICRSE2021, Aug 2021, Chengdu, Sichuan, China |
Fast Determination of Melanin based on Skin Hyperspectral Reflectance2020 25th International Conference on Pattern Recognition (ICPR), Jan 2021, Milan, France. pp.6772-6777, ⟨10.1109/ICPR48806.2021.9412919⟩ |
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Combining Importance Sampling with Machine Learning to Accelerate Structural Reliability AnalysisConference MEDYNA 2020 : 3rd Euro-Mediterranean Conference on Structural Dynamics and Vibroacoustics, Italy, AIDAA, Italian Association of Aeronautics and Astronautics (www.aidaa.it), Feb 2020, Naple, Italy |
Crack-type damage detection and localization of a thick composite sandwich structure based on Convolutional Neural NetworksISMA 2020 and 2020 International Conference on Uncertainty in Structural Dynamics, USD 2020, Sep 2020, Louvain, Belgium |
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Machine learning to handle different kinds of uncertainties: an application in structural reliability analysis7th European Conference on Structural Control, Feb 2020, WARSAW, Poland |
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An Auxiliary Method Based on Hyperspectral Reflectance for Presentation Attack DetectionThe 15th International Conference on Signal Image Technology & Internet based Systems, Nov 2019, Sorrento, Italy. ⟨10.1109/SITIS.2019.00042⟩ |
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On the structural characterization through k-space methods: assessments and validations9th ECCOMAS Thematic Conference on Smart Structures and Materials, International Centre for NumericalMethods in Engineering (CIMNE), Jul 2019, Paris, France |
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Identification of nonlinear viscoelastic modelATAVI, International Conference on Acoustics and Vibration, Mar 2016, Hamamet, Tunisia |
Reflectance spectra based skin and non-skin classification2015 IEEE International Conference on Image Processing (ICIP), Sep 2015, Quebec City, France. pp.755-759, ⟨10.1109/ICIP.2015.7350900⟩ |
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Modeling and identification of a class of hyperviscoelastic material behaviorInternational conference on dynamics of composite structures DYNCOMP'2015, Jun 2015, Arles, France |
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Cavities identification problems with missing dataPICOF'14 : Inverse Problems, Control and Shape Optimization, May 2014, Hammamet, Tunisia. pp.PICOF'14 |
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Free wave propagation in two-dimensional periodic beam grillage21st International Congress on Sound and Vibration, Jul 2014, Beijing, China |
Application of wave finite element method on reduced models for the analysis of flexural waves in periodic beamsMEDYNA 2013 : 1st Euro-Mediterranean Conference on Structural Dynamics and Vibroacoustics, Apr 2013, Marrakech, Morocco |
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Stabilized finite element method and mesh adaptive procedure for convection diffusion problems17th International Conference on Mathematical Modelling and Analysis, Jun 2012, Tallinn, Estonia |
Skin Color Models and Their Applications in Demographic Classifications5th Centrale-Beihang Workshop, May 2014, Pékin, China. pp.0, 2014 |
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Introduction of classification Techniques and Skin Color ModelsProgramme de la journée recherche Ecole Centrale Pékin, Jun 2014, Ecully, France. 2014 |
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Gender, Skin Type and Age Classifications using Skin Reflectance-based DescriptorInternational Society for Biophysics and Imaging of the Skin, Jun 2012, Mystic, United States. pp.3-4, 2014 |
Multi-, Hyper-Spectral Biometrics ModalitiesMulti-, Hyper-Spectral Biometrics Modalities, pp.127-153, 2020, 978-981-13-0955-7. ⟨10.1007/978-981-13-0956-4_8⟩ |
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Bayesian Updating in the Determination of Forces in Euler-Bernoulli BeamsNew Trends in Parameter Identification for Mathematical Models, 2018 |
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Demographic Classification Using Skin RGB Albedo Image AnalysisInternational Conference, pp.149-159, 2017, ⟨10.1007/978-3-319-68548-9_14⟩ |
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Enhancing Structural Reliability Analysis with Machine Learning-Based Surrogate Models: Theoretical and Experimental Insights2025 |
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A posteriori error estimation for a dual mixed finite element method for quasi–Newtonian flows whose viscosity obeys a power law or Carreau law2017 |
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A dual–mixed finite element method for quasi–Newtonian flows whose viscosity obeys a power law or the Carreau law2016 |