Publications

Chemical engineering

Transient Modeling for Faster Gas Sensor Response: an Efficient Mathematical Approach for MOX Sensors in Ethanol Detection

Gas sensor modeling remains a persistent challenge in sensor research, playing a vital role in enhancing performance, calibrating outputs, and developing robust detection algorithms. Among various sensor types, metal oxide gas sensors,often embedded…

Ata Jahangir Moshayedi, Mohammad Hadi Noori Skandari, Jiandong Hu, Abolfazl Razi, David Bassir

Contemporary mathematics - 2025

Numerical Analysis

Convergence acceleration of a nonlinear solver using statistical learning

Numerical simulation is widely used in industrial product design. However, its application in engineering often involves significant computational costs and expertise. This research project, carried out in collaboration with Michelin, ENS Paris…

Rémy Vallot, Thibault Dairay, Florian de Vuyst, Mathilde Mougeot

Application of Digital Twins to Large-Scale Complex Systems - 2025

Differential Geometry

Decoupling actions of finite-dimensional Lie groups and of groups of diffeomorphisms in the large deformation framework

In computational anatomy, the Large Deformation Diffeomorphic Metric Mapping (LDDMM) framework has become a central tool for modeling smooth, invertible transformations between shapes such as curves or landmarks. In this paper, we extend this…

Rayane Mouhli, Thomas Pierron

Computer Vision and Pattern Recognition

Blur2seq: Blind Deblurring and Camera Trajectory Estimation from a Single Camera Motion-blurred Image

Motion blur caused by camera shake, particularly under large or rotational movements, remains a major challenge in image restoration. We propose a deep learning framework that jointly estimates the latent sharp image and the underlying camera motion…

Guillermo Carbajal, Andrés Almansa, Pablo Musé

Computer Science

PhotoHolmes: a Python library for forgery detection in digital images

Julián O’flaherty, Rodrigo Paganini, Juan Pablo Sotelo, Julieta Umpiérrez, Marina Gardella, Matías Tailanián, Pablo Musé

Multimedia Tools and Applications - 2025

Microelectronics

Deep learning-driven spectral exploration for metal-insulator-metal plasmonic metasurfaces

Metal-insulator-metal plasmonic metasurfaces exhibit intricate spectral responses arising from the interplay among localized surface plasmon polaritons, surface lattice resonances, and Fabry-Pérot cavity modes. However, traditional characterization…

Wei Tao, Liang Shen, Yuyang Wu, Sihao Zheng, Qinhua Hu, Ling Yin, David Bassir, Thomas Maurer, Monika Fleischer

Optics Express - 2025

Engineering Sciences

MultiEpilepsyNet: An EEG and MRI Data based Multimodal Seizure Detection Model using Hybrid Deep learning Model

Epilepsy is a critical neurological disorder that requires accurate and privacy-preserving diagnostic solutions to enable early detection and effective management. However, existing approaches face key challenges, including reliance on centralized…

Mohd Abdul Rahim Khan, Nasser Ali Aljarallah, Ashit Kumar Dutta, Shtwai Alsubai, Seyed Jalaleddin Mousavirad, Sunil Kumar Sharma, Ghanshyam G Tejani, David Bassir

Brain Research Bulletin - 2025

Neuroscience

Editorial: Influence of psycho-emotional factors on motor control: cerebral mechanism and behavioral response underlying (motiv)action

Guillaume Léonard, Pierre-Paul Vidal, Thierry Lelard

Frontiers in Human Neuroscience - 2025

Mathematics

Semiogram: from Wearable Sensors to Routine Clinical Gait Quantification

Cyril Voisard, Nicolas de l'Escalopier, Nicolas Vayatis, Laurent Oudre, Damien Ricard

Journée de la neurologie - 2025

Environmental Sciences

Numerical simulation of air wall protection performance during liquid hydrogen leakage and analysis of key influencing factors

Yanwei Liang, Yongfeng Qu, Hongbo Xu, Nan Peng, Jean-Michel Ghidaglia, Liqiang Liu, Jiansheng Zuo, Hongmin Liu, Changlei Ke, Kongrong Li

Cryogenics - 2025