Publications

Neurobiology

A trace-based analysis pipeline for coherent and optimized electrophysiological data analysis

The development of large-scale neuronal networks notably relies on the use of point-neuron models to reduce the computational cost of simulations while focusing on integrative neuronal properties. However, the precise tuning of these neuron models…

Julien Ballbé, Margaux Calice, Lyle Graham

Life Sciences

Heterogeneity of functional cellular properties for neurons in mouse cerebral cortex

Biological systems are known to exhibit a high degree of heterogeneity in their constituent components and their organization, and neuronal systems are no exceptions. To understand the functional impact of this heterogeneity in the brain, network…

Julien Ballbé, Margaux Calice, Lyle Graham

Mathematics

Discretization and convergence of the ballistic Benamou-Brenier formulation of the porous medium and Burgers' equations

We study the discretization, convergence, and numerical implementation of recent reformulations of the quadratic porous medium equation (multidimensional and anisotropic) and Burgers' equation (one-dimensional, with optional viscosity), as forward…

Jean-Marie Mirebeau, Erwan Stampfli

Machine Learning

OVD-SaaS : une architecture de microservices pour des applications industrielles d'intelligence artificielle

This thesis addresses the problem of reproducibility in scientific research from the point of view of academic researchers, publishers and industry. From a review of the state of the art of the activity of these actors we provide a gap analysis…

Jose Armando Hernandez Gonzalez

Biological Physics

Self-assembly dynamics of simple icosahedral nucleocapsids under high and low capsid protein concentrations

All viruses on Earth depend on host cell machinery for replication, a process that entails a complex self-assembly mechanism. The cowpea chlorotic mottle virus (CCMV) is a simple, icosahedral, non-enveloped, single-stranded RNA (ssRNA) plant virus…

Thomas Bugea, Roméo Suss, Siyu Li, Laetitia Gargowitsch Poncet, Charles Truong, Lauren Matthews, Javier Pérez, Roya Zandi, Karen Perronet, Guillaume Tresset

Spanish Network in Physical Virology - 2025

Neuroscience

Power spectral analysis of voltage-gated channels in neurons

This article develops a fundamental insight into the behavior of neuronal membranes, focusing on their responses to stimuli measured with power spectra in the frequency domain. It explores the use of linear and nonlinear (quadratic sinusoidal…

Christophe Magnani, Lee Moore

Frontiers in Neuroinformatics - 2025

Biological Physics

Probing single-molecule dynamics in self-assembling viral nucleocapsids

All viruses on Earth rely on host cell machinery for replication, a process that involves a complex self-assembly mechanism. Our aim here is to scrutinize in real time the growth of icosahedral viral nucleocapsids with single-molecule precision…

Thomas Bugea, Roméo Suss, Laetitia Gargowitsch Poncet, Charles Truong, Karen Perronet, Guillaume Tresset

Biophysical Society Annual Meeting - 2025

Mathematics

Effect of real-world perturbations on wave breaking due to a sharp-crested superharmonic instability

The mechanism for the emergence of breaking water waves in deep water, based on the superharmonic instability of periodic Stokes waves, is tested for the effect of real-world perturbations (dissipation, approximation error, changes in depth, nonzero…

A Mansar, M R Turner, T J Bridges, Frédéric Dias

Water Waves - 2025

Machine Learning

Application of Zonal Reduced-Order-Modelling to tire rolling simulation

Physic-based simulation remains a key enabler for real-world ever-growing complex industrial systems especially when crucial decisions are needed. While classical approaches have proven their accuracy and robustness over the years and come with a…

David Danan, Raphael Meunier, Thibault Dairay, Thomas Homolle, Mouadh Yagoubi

Finite Elements in Analysis & Design - 2025

Nonlinear Sciences

A purely analytic derivation of Bonnet surfaces

Bonnet has characterized his surfaces by a geometric condition. What is done here is a characterization of the same surfaces by two analytic conditions: (i) the mean curvature H of a surface in R^3 should admit a reduction to an ordinary…

Robert Conte, A. Michel Grundland

Journal of Geometry and Physics - 2025