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cond-mat.soft2022
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…
cs.LG2022
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…