Search Results for author: Dafiné Ravelosona

Found 1 papers, 1 papers with code

Forecasting the outcome of spintronic experiments with Neural Ordinary Differential Equations

1 code implementation23 Jul 2021 Xing Chen, Flavio Abreu Araujo, Mathieu Riou, Jacob Torrejon, Dafiné Ravelosona, Wang Kang, Weisheng Zhao, Julie Grollier, Damien Querlioz

Here we show that a dynamical neural network, trained on a minimal amount of data, can predict the behavior of spintronic devices with high accuracy and an extremely efficient simulation time, compared to the micromagnetic simulations that are usually employed to model them.

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