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Ali Mohammad-Djafari

Research Director

CNRS Délégation Ile-de-France Sud

France

Research Interests

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Professors in France Professors in Biostatistics Biostatistics professors in France

Articles (17)

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2026

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2026

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2025

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2025

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2025

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2025

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2025

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2024

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2024

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2024

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2024

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2023

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2023

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2023

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2023

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2023

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2023

Collaborators (4)

Robert Niven

Professor

University of New South Wales

AUSTRALIA

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Laurent Cordier

Research Director (CNRS)

Institut Pprime

FRANCE

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Frank Nielsen

Senior researcher, Fellow

Sony Computer Science Laboratories

JAPAN

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Martino Trassinelli

Chargé de recherche

CNRS Délégation Paris B

FRANCE

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Ali Mohammad-Djafari

Research Interests

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Articles (17)

Bayesian physics-informed neural networks for inverse problems (BPINN-IP): Application in infrared image processing

Adaptation of the hybrid deconvolution approach for localization of static, rotating and linearly moving sources using the LASSO method

Model-Based and Physics-Informed Deep Learning Neural Network Structures

Hierarchical Thermography Temperature Calibration Using Semantic Segmentation With Quantified Uncertainty for Emissivity Model Prior

Physics-Informed Neural Networks with Unknown Partial Differential Equations: An Application in Multivariate Time Series

Thermal Fault Detection of High-Speed Direct-Driven Blower Components Using Thermal-Visible Image Fusion and Semantic Segmentation

An infrared-optical image registration method for industrial blower monitoring based on contour-shape descriptors

Dynamical system identification, model selection, and model uncertainty quantification by Bayesian inference

Variational Bayesian Approximation (VBA): Implementation and Comparison of Different Optimization Algorithms

Abnormal Temperature Detection of Blower Components Based on Infrared Video Images Analysis

A Separation-Based Localization Method Between Rotating and Static Sources

Preface of the 41st International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering

Bayesian Inference and Deep Learning for Inverse Problems

Variational Bayesian Approximation (VBA) with Exponential Families and Covariance Estimation

Variational Bayesian Approximation (VBA): A Comparison between Three Optimization Algorithms

3D Non-Synchronous Measurements With Central Reference Based on Revolution and Autorotation of Spherical Microphone Array

High-Resolution Fast-Rotating Sound Localization Based on Modal Composition Beamforming and Bayesian Inversion

Collaborators (4)

Robert Niven

Laurent Cordier

Frank Nielsen

Martino Trassinelli

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