39 citations · 103 across the 8 of their papers we have counts for
8 papers
Real numbers, data science and chaos: How to fit any dataset with a single parameter
Laurent Boué
We show how any dataset of any modality (time-series, images, sound...) can be approximated by a well-behaved (continuous, differentiable...) scalar function with a single real-val…
Deep learning for pedestrians: backpropagation in CNNs
Laurent Boué
The goal of this document is to provide a pedagogical introduction to the main concepts underpinning the training of deep neural networks using gradient descent; a process known as…
Analytic solution of the dynamics of quantum vortex reconnection
Laurent Boué, Dmytro Khomenko, Victor S. L'vov +1
Experimental and simulational studies of the dynamics of vortex reconnections in quantum fluids showedthat the distance between the reconnecting vortices is close to a universa…
Enhancement of intermittency in superfluid turbulence
Laurent Boué, Victor L'vov, Anna Pomyalov +1
We consider the intermittent behavior of superfluid turbulence in He. Due to the similarity in the nonlinear structure of the two-fluid model of superfluidity and the Euler and…
Statistical Mechanics of Glass Formation in Molecular Liquids with OTP as an Example
Laurent Boué, H. G. E. Hentschel, Valery Ilyin +1
We extend our statistical mechanical theory of the glass transition from examples consisting of point particles to molecular liquids with internal degrees of freedom. As before, th…
Time Scales in the Theory of Elasto-Plasticity of Amorphous Solids
Laurent Boue, Peter Harrowell, Smarajit Karmakar +4
Developing a macroscopic theory of elasto-plasticity in amorphous solids calls for (i) identifying the relevant macro state-variables and (ii) discriminating the different time-sca…
The Effective Temperature in Elasto-Plasticity of Amorphous Solids
Laurent Boue', H. G. E. Hentschel, Itamar Procaccia +2
An effective temperature which differs from the bath temperature is believed to play an essential role in the theory of elasto-plasticity of amorphous solids. The def…
Predictive Statistical Mechanics for Glass Forming Systems
Laurent Boue, Edan Lerner, Itamar Procaccia +1
Using two extremely different models of glass formers in two and three dimensions we demonstrate how to encode the subtle changes in the geometric rearrangement of particles during…