output
20062026
most citedQuasistatic rheology, force transmission and fabric properties of a packing of irregular polyhedral particles

229 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 cs.LGShow all

5 papers · 1 filter

cs.LG2025

Fast 3D Diffusion for Scalable Granular Media Synthesis

Muhammad Moeeze Hassan, Régis Cottereau, Filippo Gatti +1

Discrete Element Method (DEM) simulations of granular media are computationally intensive, particularly during initialization phases dominated by large displacements and kinetic en…

cs.LG2025

Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks

Thomas Massena, Léo andéol, Thibaut Boissin +4

Conformal Prediction (CP) has proven to be an effective post-hoc method for improving the trustworthiness of neural networks by providing prediction sets with finite-sample guarant…

cs.LG2023

Exact and general decoupled solutions of the LMC Multitask Gaussian Process model

Olivier Truffinet, Karim Ammar, Jean-Philippe Argaud +1

The Linear Model of Co-regionalization (LMC) is a very general multitask gaussian process model for regression or classification. While its expressiveness and conceptual simplicity…

cs.LG2023★ 2 cited

Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling

Léo Andéol, Thomas Fel, Florence De Grancey +1

Deploying deep learning models in real-world certified systems requires the ability to provide confidence estimates that accurately reflect their uncertainty. In this paper, we dem…

cs.LG2021★ 4 cited

Transformers à Grande Vitesse

Farid Arthaud, Guillaume Lecoeur, Alban Pierre

Robust travel time predictions are of prime importance in managing any transportation infrastructure, and particularly in rail networks where they have major impacts both on traffi…