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Publications

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

Affichage des publications 21 à 30 sur 1261 au total

Probability

Conformal Approach to Gaussian Process Surrogate Evaluation with Coverage Guarantees

Gaussian processes (GPs) are a Bayesian machine learning (ML) approach widely used to construct surrogate models for the uncertainty quantification (UQ) of computer simulation codes in industrial applications. It provides both a mean predictor and…

Edgar Jaber, Vincent Blot, Nicolas Brunel, Vincent Chabridon, Emmauel Remy, Bertrand Iooss, Didier Lucor, Mathilde Mougeot, Alessandro Leite

Journal of Machine Learning for Modeling and Computing -

Environmental Sciences

Progress and trends in liquid hydrogen release

Liquid hydrogen (LH2) is a promising method for large-scale, long-distance storage and transportation of green energy. However, LH2 leaks pose significant safety risks, such as fire and explosion, due to the rapid formation of gaseous hydrogen…

Yanwei Liang, Ming He, Yongfeng Qu, Nan Peng, Jean-Michel Ghidaglia, Liqiang Liu

International Journal of Hydrogen Energy -

Life Sciences

Two-timepoint assays of neural responses increase the sensitivity and specificity of single-cell whole-brain activity screens

Current approaches for surveying whole brains for neurons activated during a particular state typically rely on immediate early gene (IEG) expression. However, IEG expression is variable across subjects and brain areas, demanding large sample sizes…

Alejandro Ramirez, Lydia Rogerson, Evan Kyzar, Chloé Berland, Erica Rodriguez, Juan Guerrero, Luke Hammond, Anthony Ferrante, C. Daniel Salzman

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 -

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 -