output
20002026
most citedInformation theory explanation of the fluctuation theorem, maximum entropy production and self-organized criticality in non-equilibrium stationary states

479 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2026 · stat.MLShow all

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stat.ML2026

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

Ferdinand Bhavsar, Lionel Benoit, Maxime Savatier +1

The modeling of hydrometeorological time series with limited observations is a key challenge in the monitoring of hydro-systems and water resources, as well as for flood or drought…

stat.ML2026

Reframing preprocessing selection as model-internal calibration in near-infrared spectroscopy: A large-scale benchmark of operator-adaptive PLS and Ridge models

Gregory Beurier, Robin Reiter, Camille Noûs +2

Preprocessing screening is often the most expensive part of a near-infrared spectroscopy calibration workflow. It works because smoothing, derivatives, detrending and related filte…