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La Fête de la science aura lieu partout en France du 4 au 14 octobre 2024.
À cette occasion, l'ENS-PSL ouvrira les portes du 24 rue Lhomond dimanche 13 octobre de 10h à 18h, pour une grande fête familiale, à la rencontre de la communauté scientifique de l'École.
Au programme : des jeux, des ateliers, un escape game, un grand jeu quizz, Devine ma recherche avec trois objets, des expositions ! Un programme ludique et festif pour toute la famille qui sera dévoilé à la rentrée.
La Fête de la science aura lieu partout en France du 4 au 14 octobre 2024. À cette occasion, l'ENS-PSL ouvrira les portes du 24 rue Lhomond dimanche 13 octobre de 10h à 18h, pour une grande fête familiale, à la rencontre de la communauté scientifique de l'École.
In this class, we will explore how the concepts of statistical physics can prove useful to tackle main theoretical questions in machine learning and how the recent progress in generative AI can assist statistical physics computations. We will describe analytical approaches as well as numerical approaches at this intersection. We will present the methods of statistical physics and high-dimensional probability which play a central role in these recent and new research activities, and also make an incursion in some other interdisciplinary applications (biological neural networks and theoretical ecology).
Some TDs will illustrate the lecture’s topic by analytical computations, others by numerical implementations in python and pytorch.
Wednesday afternoon: Lecture 2pm-3.45pm + TD 4-5:30pm
This course will explore how living systems make use of circuits and networks to process information from neuroscience to synthetic biology.
The goal of this course is to better understand how interfaces instabilities can affect morphogenesis.
Statistical machine learning is a growing discipline at the intersection of computer science and applied mathematics (probability / statistics, optimization, etc.) and which increasingly plays an important role in many other scientific disciplines.
Statistical physics is witnessing a revolution : understanding the dynamics of a very large number of interactive degrees of freedom, which has been from the beginning the main aim of statistical physics, has become now a central problem in many fields such as physics, biology, computer science, just to cite a few.
La physique expérimentale, composante essentielle des études prédoctorales de physique à l’ENS, se présente sous la forme de projets menés par binômes sur quatre journées complètes.