Publications

Last updated on 2026-09-21. An up-to-date list is available on Google Scholar.

2026

  1. arXiv
    Spatial Aggregation of ROC and Precision-Recall Curves
    Romain Pic, Zhongwei Zhang, Sebastian Engelke, and Johanna Ziegel
    Sep 2026
    PDF Code
  2. BAMS
    Operational Verification of Artificial Intelligence Weather Prediction
    Barbara Casati, Nicholas Loveday, Zied Ben Bouallègue, Jochen Bröcker, and 7 more authors
    Bulletin of the American Meteorological Society, Sep 2026
  3. arXiv
    A dataset of one-dimensional idealized probabilistic fields
    Gregor Skok, and Romain Pic
    Sep 2026
    PDF Code

2025

  1. AIES
    Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble Forecasts
    Romain Pic, Clément Dombry, Philippe Naveau, and Maxime Taillardat
    Artificial Intelligence for the Earth Systems, Jul 2025
    PDF Code
  2. ASCMO
    Proper scoring rules for multivariate probabilistic forecasts based on aggregation and transformation
    Romain Pic, Clément Dombry, Philippe Naveau, and Maxime Taillardat
    Advances in Statistical Climatology, Meteorology and Oceanography, Mar 2025
    arXiv HTML PDF Code

2024

  1. JNPS
    Stone’s theorem for distributional regression in Wasserstein distance
    Clément Dombry, Thibault Modeste, and Romain Pic
    Journal of Nonparametric Statistics, Aug 2024
    HTML PDF

2023

  1. PhysRevLett
    Evaporation-Driven Cellular Patterns in Confined Hyperelastic Hydrogels
    Baudouin Saintyves, Romain Pic, L. Mahadevan, and Irmgard Bischofberger
    Physical Review Letters, Sep 2023
    HTML PDF
  2. IJF
    Distributional regression and its evaluation with the CRPS: Bounds and convergence of the minimax risk
    Romain Pic, Clément Dombry, Philippe Naveau, and Maxime Taillardat
    International Journal of Forecasting, Oct 2023
    HTML PDF
  3. BreastCancerResTreat
    A new methodology to predict the oncotype scores based on clinico-pathological data with similar tumor profiles
    Zeina Al Masry, Romain Pic, Clément Dombry, and Christine Devalland
    Breast Cancer Research and Treatment, Nov 2023
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