Publications

Engineering Sciences

An ecologically aware modification of the Morison’s equation for long term marine growth effects

The Morison’s equation continues to be an important approximation of the load effect of waves on structures. However, such forces can evolve with time due to marine growth and the evolution of long term growth within the Morison equation is…

Cian Warby, Frederic Dias, Franck Schoefs, Vikram Pakrashi

Mechanics Research Communications - 2024

Machine Learning

Contributions to scalable clustering of networks and graphs

Graphs are an important data structure used in many fields because they provide a powerful tool for modeling and analyzing complex systems. They are used to represent relationships between entities, such as individuals in a social network or nodes…

Chakib Fettal

Engineering Sciences

Real-Time Crack Detection on Concrete Using Non-Destructive Approaches Based on Yolo Series: Review

Concrete is a fundamental material in infrastructure often exhibits significant surface cracking over time due to exposure to harsh environmental conditions. Cracking is considered one of the most critical forms of deterioration. In recent years,…

David Bassir, Haochen Chang, Juri Majak

Advances in Machinery, Materials Science and Engineering Application X - 2024

Engineering Sciences

Numerical analysis and optimization of a vertical axis wind turbine with a flapped blade

Alaeddine Zereg, Nadhir Lebaal, Mounir Aksas, David Bassir

PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON RESEARCH ADVANCES IN ENGINEERING AND TECHNOLOGY - ITechCET 2022 - 2024

Neuroscience

Suivi du système sensorimoteur du pilote d'hélicoptère et application à la prédiction de la charge mentale

Human factors are the human contributions to the accomplishment of a task, in terms of interactions with the available technological tools, the environment in which the operator works, the applicable procedures, and with other operators. It is one…

Dimitri Keriven Serpollet

Engineering Sciences

An improved approach for thick functionally graded beams under bending vibratory analysis

David Bassir, Nadhir Lebaal, Youssef Boutahar, Mohammad Talha, Lhoucine Boutahar

Machine Learning Aided Analysis, Design, and Additive Manufacturing of Functionally Graded Porous Composite Structures - 2024

Engineering Sciences

Quantitative Analysis of the Fractional Fokker–Planck–Levy Equation via a Modified Physics-Informed Neural Network Architecture

An innovative approach is utilized in this paper to solve the fractional Fokker–Planck–Levy (FFPL) equation. A hybrid technique is designed by combining the finite difference method (FDM), Adams numerical technique, and physics-informed neural…

Fazl Ullah Fazal, Muhammad Sulaiman, David Bassir, Fahad Sameer Alshammari, Ghaylen Laouini

Fractal and Fractional - 2024

Optimization and Control

Fixed Pattern Noise Removal For Multi-View Single-Sensor Infrared Camera

Fixed pattern noise (FPN) is a temporally coherent noise present on videos due to the non-uniformities in the response of the imaging sensor. It is a common problem for infrared videos which degrades the quality of the observation and hinders…

Hortensia Barral, Pablo Arias, Axel Davy

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) - 2024

Mathematics

A sparse exponential family latent block model for co-clustering

Over the last decades, co-clustering models have spawned a number of algorithms showing the advantages that co-clustering can have over clustering. This is especially true for sparse high-dimensional data such as document-word matrices, which are…

Saeid Hoseinipour, Mina Aminghafari, Adel Mohammadpour, Mohamed Nadif

Advances in Data Analysis and Classification - 2024

Computer Science

PDB Unet: A spatio temporal video Fixed Pattern Noise removal network

In this paper we propose a novel video non uniformity correction algorithm based on a convolutional neural network. Fixed pattern noise (FPN) is a temporally coherent noise present on videos due to the non-uniformities of the sensors that can…

Hortensia Barral, Pablo Arias, Axel Davy

European Conference on Computer Vision (ECCV) 2024 - Advances in Image Manipulation workshop - 2024