96 citations
- École Nationale Supérieure des Mines de ParisFR5 papers
- Université Paris Sciences et LettresFR5 papers
- Chalmers University of TechnologySE3 papers
- Biostatistique et processus spatiauxFR2 papers
- GéoazurFR2 papers
- CEA DAM Île-de-FranceFR1 paper
- Centre de Mathématiques Appliquées de l'École polytechniqueFR1 paper
- Centre de Recherche et d’Enseignement de Géosciences de l’EnvironnementFR1 paper
- Centre des MatériauxFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- China University of GeosciencesCN1 paper
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR1 paper
22 papers
Stochastic generator of trajectories from record data: application to the fluctuations of a glacier's frontal position from a sample of moraines
Megret Maud, Mike Pereira, Nicolas Eckert +2
The record values theory study elements of a time series that exceed all previous observations, which are of particular interest in fields such as sports or climate science. In thi…
Domain Generalization for Time Series: Enhancing Drilling Regression Models for Stick-Slip Index Prediction
Hana Yahia, Bruno Figliuzzi, Florent Di Meglio +3
This paper provides a comprehensive comparison of domain generalization techniques applied to time series data within a drilling context, focusing on the prediction of a continuous…
Intercomparison of a High-Resolution Regional Climate Model Ensemble for Catchment-Scale Water Cycle Processes under Human Influence
J. L. Roque, F. Da Silva Lopes, J. A. Giles +8
Understanding regional hydroclimatic variability and its drivers is essential for anticipating the impacts of climate change on water resources and sustainability. Yet, considerabl…
Spline Interpolation on Compact Riemannian Manifolds
Charlie Sire, Mike Pereira, Thomas Romary
Spline interpolation is a widely used class of methods for solving interpolation problems by constructing smooth interpolants that minimize a regularized energy functional involvin…
A new 1D and velocity model of the western Rift of Corinth, Greece, using a fully non-linear tomography algorithm
Mark S. Noble, Alexandrine Gesret, Hélène Lyon-Caen +1
The objective of this study is to propose a new updated accurate 1-D and velocity model of the western Rift of Corinth for precise absolute earthquake locations. The me…
Predictive posterior sampling from non-stationnary Gaussian process priors via Diffusion models with application to climate data
Gabriel V Cardoso, Mike Pereira
Bayesian models based on Gaussian processes (GPs) offer a flexible framework to predict spatially distributed variables with uncertainty. But the use of nonstationary priors, often…