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Home/Authors/Maxime Savatier

Maxime Savatier

1 indexed paper

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Publications per year

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26

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Frequent co-authors

Ferdinand Bhavsar1×
Lionel Benoit1×
Edith Gabriel1×

Research Timeline

2026
Transformer-based Diffusion models for Hydrological Time Series Probabilistic Imputation and Forecasting

This paper investigates the application of transformer-based diffusion models for simulating and reconstructing hydrological time series using data from six sites in North-East France.

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Papers

stat.MLcs.LGEmpiricalRecentJul 23, 2026

Transformer-based Diffusion models for Hydrological Time Series Probabilistic Imputation and Forecasting

Ferdinand Bhavsar, Lionel Benoit, Maxime Savatier, Edith Gabriel

This paper investigates the application of transformer-based diffusion models for simulating and reconstructing hydrological time series using data from six sites in North-East France.

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