Publications

Life Sciences

Vibration-based structural damage detection using 1-D convolutional neural network and transfer learning

This paper presents a novel vibration-based structural damage detection approach by using a one-dimensional convolutional neural network (1-D CNN) and transfer learning (TL). The CNN can effectively extract structural damage information from the…

Shuai Teng, Gongfa Chen, Zhaocheng Yan, Li Cheng, David Bassir

Progress in Retinal and Eye Research - 2023

Mathematics

Epidemic modeling with heterogeneity and social diffusion

Abstract We propose and analyze a family of epidemiological models that extend the classic Susceptible-Infectious-Recovered/Removed (SIR)-like framework to account for dynamic heterogeneity in infection risk. The family of models takes the form of a…

Henri Berestycki, Benoît Desjardins, Joshua Weitz, Jean-Marc Oury

Journal of Mathematical Biology - 2023

Physics

Extension of generic two-component VOF interface advection schemes to an arbitrary number of components

Matthieu Ancellin, Bruno Després, Stéphane Jaouen

Journal of Computational Physics - 2023

Life Sciences

Congenital aniridia beyond black eyes: From phenotype and novel genetic mechanisms to innovative therapeutic approaches

Congenital PAX6-aniridia, initially characterized by the absence of the iris, has progressively been shown to be associated with other developmental ocular abnormalities and systemic features making congenital aniridia a complex syndromic disorder…

Alejandra Daruich, Melinda Duncan, Matthieu Robert, Neil Lagali, Elena Semina, Daniel Aberdam, Stefano Ferrari, Vito Romano, Cyril Burin Des Roziers, Rabia Benkortebi, Nathalie de Vergnes, Michel Polak, Frederic Chiambaretta, Ken Nischal, Francine Behar-Cohen, Sophie Valleix, Dominique Bremond-Gignac

Progress in Retinal and Eye Research - 2023

Mathematics

Everett’s Interpretation and Convivial Solipsism

I show how the quantum paradoxes occurring when we adopt a standard realist framework (or a framework in which the collapse implies a physical change of the state of the system) vanish if we abandon the idea that a measurement is related (directly…

Hervé Zwirn

Quantum Reports - 2023

Mathematics

Principes fondamentaux de l’apprentissage automatique pour les neurologues

A. Balcerac, B. Tervil, N. Vayatis, D. Ricard

Pratique Neurologique - FMC - 2023

Mathematics

Learning from the past: A short term forecast method for the COVID-19 incidence curve

The COVID-19 pandemy has created a radically new situation where most countries provide raw measurements of their daily incidence and disclose them in real time. This enables new machine learning forecast strategies where the prediction might no…

Jean-David Morel, Jean-Michel Morel, Luis Alvarez

PLoS Computational Biology - 2023

Mathematics

Can neural networks extrapolate? Discussion of a theorem by Pedro Domingos

Adrien Courtois, Jean-Michel Morel, Pablo Arias

RACSAM. Real Academia de Ciencias. Serie A, Matemáticas - Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A, Matemáticas - 2023

Life Sciences

Update on gene therapies in pediatric ophthalmology

Dominique Bremond-Gignac, Matthieu Robert, Alejandra Daruich

Archives de Pédiatrie - 2023

Mathematics

Topology- and Perception-Aware Image Vectorization

Yuchen He, Sung Ha Kang, Jean-Michel Morel

Journal of Mathematical Imaging and Vision - 2023