Publications

Engineering Sciences

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

Life Sciences

Bayesian trial of adalimumab versus secukinumab for children with juvenile idiopathic arthritis associated uveitis or chronic anterior uveitis

Background Juvenile idiopathic arthritis (JIA)-associated uveitis and chronic anterior uveitis in children may result in permanent sight loss. Currently, the only licensed and approved treatment for JIA-uveitis is adalimumab. However, even in…

Athimalaipet V Ramanan, Andrew D Dick, Thomas Jaki, Gianmarco Caruso, David S Robertson, Ashley P Jones, Ben Hardwick, Sian Drake, Balini Balasubramaniam, Coziana Ciurtin, Ivan Foeldvari, Elke O Kreps, Alice Leahy, Kristina May, Pierre Quartier, Matthieu P Robert, Gabriele Simonini, Catherine Guly, Michael W Beresford

Pediatric Rheumatology - 2025

Neuroscience

Quantification longue durée de la marche en ambulatoire : application à la maladie de Parkinson et étude exploratoire sur le syndrome post-commotionnel

Gait assessment using wearable inertial devices—combining motion sensors and analysis algorithms—represents a promising approach for objectively quantifying gait disorders in neurology. Initially developed for use in controlled environments, this…

Mona Michaud

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

A novel meta-learning-based spatio-temporal modeling approach for thermal error prediction of multiple machine tools with few labeled data

Thermal errors have a significant effect on the machining accuracy of high-precision machine tools. Developing a high precision and robust thermal error prediction model plays an important role in compensating thermal error and improving machining…

Chaochao Qiu, Qiongke Liang, Ling Yin, David Bassir, Lijuan Zhang, Weicheng Lin

Engineering Applications of Artificial Intelligence - 2025