Consulter le flux RSS

Publications

Cette page présente les publications du Centre Borelli déposées sur le serveur HAL.

Affichage des publications 181 à 190 sur 1426 au total

Neuroscience

Continuous Assessment of Mental Workload During Complex Human–Machine Interaction: Inferring Cognitive State from Signals External to the Operator

The use of complex human–machine interfaces (HMIs) has grown rapidly over the last few decades in both industrial and personal contexts. Now more than ever, the study of mental workload (MWL) in HMI operators appears essential: when mental demand…

Axel Roques, Dimitri Keriven Serpollet, Alice Nicolaï, Stéphane Buffat, Yannick James, Nicolas Vayatis, Ioannis Bargiotas, Pierre-Paul Vidal

Sensors -

Neuroscience

Vision toolkit part 1. Neurophysiological foundations and experimental paradigms in eye-tracking research: a review

Eye-tracking research offers valuable insights into human gaze behavior by examining the neurophysiological mechanisms that govern eye movements and their dynamic interactions with external stimuli. This review explores the foundational principles…

Quentin Laborde, Axel Roques, Matthieu Robert, Allan Armougum, Nicolas Vayatis, Ioannis Bargiotas, Laurent Oudre, Pierre-Paul Vidal

Frontiers in Physiology -

Statistics Theory

Graph-based machine learning for detection tasks on complex systems

Recent technological advances have increased our capacity to monitor many aspects of daily life or natural phenomena by collecting and analyzing data in real-time coming from multiple data sources. For example, public transportation systems monitor…

Alejandro David de la Concha Duarte

Engineering Sciences

High-precision cable force identification in bridges: a data-driven approach integrating digital twins and transfer learning

This paper proposes a novel data-driven framework for accurate cable force monitoring in bridges, which is crucial for ensuring structural integrity and extending service life. Leveraging the power of Digital Twins (DT), a comprehensive dataset of…

Xingjun Gao, Mengkai Wang, Gongfa Chen, David Bassir, Mingjun Zhang

Discover Mechanical Engineering -

Life Sciences

MRI‐Based Score to Recognize Thalamic Glioma Grade in Children: Morphology, Diffusion, and Arterial‐Spin‐Labeling Perfusion

Purpose: Thalamic gliomas are found predominantly in children and can be classified into two main types with different prognoses and management: diffuse midline glioma (DMG) H3K27-altered and low-grade glioma (LGG). Our aim was to find imaging…

Alexis Plasse, Raphael Levy, Arnault Tauziède‐espariat, Thibault Agripnidis, Jean-François Hak, Charles-Joris Roux, Thomas Samoyeau, Alexis Ollitrault, Kevin Beccaria, Lelio Guida, Thomas Blauwblomme, Jacques Grill, Christelle Dufour, Léa Guerrini-Rousseau, Franck Bourdeaut, François Doz, Pascale Varlet, Nathalie Boddaert, Volodia Dangouloff‐ros, Jean‐françois Hak, Charles‐joris Roux

Pediatric Blood and Cancer -

Engineering Sciences

Enhanced Numerical Solutions for Fractional PDEs Using Monte Carlo PINNs Coupled with Cuckoo Search Optimization

In this study, we introduce an innovative approach for addressing fractional partial differential equations (fPDEs) by combining Monte Carlo-based physics-informed neural networks (PINNs) with the cuckoo search (CS) optimization algorithm, termed…

Tauqeer Ahmad, Muhammad Sulaiman, David Bassir, Fahad Sameer Alshammari, Ghaylen Laouini

Fractal and Fractional -