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Freddy Bouchet
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 4
Top Topics
Markov Models
Deep Learning
Weakly Supervised
Phase Space
Top Venues
CoRR
Commun. Nonlinear Sci. Numer. Simul.
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Publications
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George Miloshevich
,
Dario Lucente
,
Pascal Yiou
,
Freddy Bouchet
Extreme heatwave sampling and prediction with analog Markov chain and comparisons with deep learning.
CoRR
(2023)
George Miloshevich
,
Bastien Cozian
,
Patrice Abry
,
Pierre Borgnat
,
Freddy Bouchet
Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data.
CoRR
(2022)
Valérian Jacques-Dumas
,
Francesco Ragone
,
Freddy Bouchet
,
Pierre Borgnat
,
Patrice Abry
Deep Learning based Extreme Heatwave Forecast.
CoRR
(2021)
Freddy Bouchet
,
Eric Woillez
Transport in Hamiltonian systems with slowly changing phase space structure.
Commun. Nonlinear Sci. Numer. Simul.
80 (2020)