1 citations · 1 across the 3 of their papers we have counts for
5 papers
Avalanches can increase stored energy in a granular fault
A. Douin, E. Saurety, V. Levy dit Vehel +4
Slowly sheared granular materials generally store mechanical energy and dilate between abrupt failures that release energy and compact the material. Here, simultaneous measurements…
OFC-like Behavior in Experimental Granular Piles
K. Duplat, A. Douin, E. Saurety +4
Scale-invariant avalanche dynamics are commonly associated with criticality and robust, universal size exponents. Dissipation is generally expected to drive the system away from th…
Dynamically writing coupled memories using a reinforcement learning agent, meeting physical bounds
Théo Jules, Laura Michel, Adèle Douin +1
Traditional memory writing operations proceed one bit at a time, where e.g. an individual magnetic domain is force-flipped by a localized external field. One way to increase materi…
KnitCity: a machine learning-based, game-theoretical framework for prediction assessment and seismic risk policy design
Adèle Douin, J. P. Bruneton, Frédéric Lechenault
Knitted fabric exhibits avalanche-like events when deformed: by analogy with eathquakes, we are interested in predicting these "knitquakes". However, as in most analogous seismic m…
Exploration and Exploitation in Symbolic Regression using Quality-Diversity and Evolutionary Strategies Algorithms
J. -P. Bruneton, L. Cazenille, A. Douin +1
By combining Genetic Programming, MAP-Elites and Covariance Matrix Adaptation Evolution Strategy, we demonstrate very high success rates in Symbolic Regression problems. MAP-Elites…