17 citations · 18 across the 5 of their papers we have counts for
5 papers
Self-Organized Conformal Prediction: Reducing Regional Coverage Gaps with Unsupervised Group Discovery
Louis Berthier, Ahmed Shokry, Maxime Moreaud +2
Conformal prediction guarantees marginal coverage, but a pooled calibration quantile can hide systematic undercoverage across heterogeneous regions of the feature space. We introdu…
torchsom: The Reference PyTorch Library for Self-Organizing Maps
Louis Berthier, Ahmed Shokry, Maxime Moreaud +2
This paper introduces torchsom, an open-source Python library that provides a reference implementation of the Self-Organizing Map (SOM) in PyTorch. This package offers three main f…
Computing Surface Reaction Rates by Adaptive Multilevel Splitting Combined with Machine Learning and Ab Initio Molecular Dynamics
Thomas Pigeon, Gabriel Stoltz, Manuel Corral-Valero +4
Computing accurate rate constants for catalytic events occurring at the surface of a given material represents a challenging task with multiple potential applications in chemistry.…
Score function for the optimization of the performance of forward fill/flush differential flow modulation for comprehensive two-dimensional gas chromatography
Aleksandra Lelevic, Christophe Geantet, Chantal Lorentz +2
Modulation is the key element of the comprehensive two-dimensional gas chromatography separation. Forward fill/flush flow modulation is cost effective, robust and suitable for anal…
BARCHAN: Blob Alignment for Robust CHromatographic ANalysis
Camille Couprie, Laurent Duval, Maxime Moreaud +3
Comprehensive Two dimensional gas chromatography (GCxGC) plays a central role into the elucidation of complex samples. The automation of the identification of peak areas is of prim…