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Feasible set estimation under functional uncertainty by Gaussian Process modelling

Mohamed Reda El Amri , Céline Helbert , Miguel Munoz Zuniga , Clémentine Prieur , Delphine Sinoquet
2021
Preprints, Working Papers, ... hal-02986558v5

Parallel-in-time integration of the shallow water equations on the rotating sphere using Parareal and MGRIT

João Guilherme Caldas Steinstraesser , Pedro da Silva Peixoto , Martin Schreiber
2023
Preprints, Working Papers, ... hal-04165113v1
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Quantification et réduction de l'incertitude dans un modèle de transfert de pesticides à l'échelle du bassin versant

Émilie Rouzies
Hydrologie. Université Grenoble Alpes [2020-..], 2023. Français. ⟨NNT : 2023GRALM025⟩
Theses tel-04140690v1
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Total Effects with Constrained Features

Emanuele Borgonovo , Elmar Plischke , Clémentine Prieur
2023
Preprints, Working Papers, ... hal-04102882v1
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Towards a finite volume discretization of the atmospheric surface layer consistent with physical theory

Simon Clément , Florian Lemarié , Eric Blayo
FVCA 2023 - Finite Volumes for Complex Applications 10, Oct 2023, Strasbourg, France. pp.1-8
Conference papers hal-04097172v1
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State-dependent Preconditioning for Data Assimilation

Victor Trappler , Arthur Vidard
2023 - 54th International Liège Colloquium on Ocean Dynamics : Machine Learning and Data Analysis in Oceanography, May 2023, Liège, Belgium. , pp.1-1
Conference poster hal-04087646v1
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A probabilistic reduced basis method for parameter-dependent problems

Marie Billaud-Friess , Arthur Macherey , Anthony Nouy , Clémentine Prieur
2023
Preprints, Working Papers, ... hal-04074150v2
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Numerical analysis for a combined space-time discretization of air-sea exchanges and their parameterizations

Simon Clément
Numerical Analysis [math.NA]. Université Grenoble Alpes [2020-..], 2022. English. ⟨NNT : 2022GRALM035⟩
Theses tel-04066324v1
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New estimation of Sobol' indices using kernels

Sébastien Da Veiga , Fabrice Gamboa , Agnès Lagnoux , Thierry Klein , Clémentine Prieur
2023
Preprints, Working Papers, ... hal-04052837v1
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A SUR version of the Bichon criterion for excursion set estimation

Clément Duhamel , Céline Helbert , Miguel Munoz Zuniga , Clémentine Prieur , Delphine Sinoquet
Statistics and Computing, 2023, 33 (2), pp.41. ⟨10.1007/s11222-023-10208-4⟩
Journal articles hal-03780559v2
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A probabilistic point of view for the Kolmogorov hypoelliptic equations

Pierre Etoré , Jose R León , Clémentine Prieur
ESAIM: Probability and Statistics, 2023, 27, pp.668-693. ⟨10.1051/ps/2023007⟩
Journal articles hal-03342958v2
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Semi-discrete analysis of a simplified air-sea coupling problem with nonlinear coupling conditions

Simon Clement , Florian Lemarié , Eric Blayo
27th International Domain Decomposition Conference, Jul 2022, Prague, Czech Republic
Conference papers hal-04019469v1
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Consideration of external uncertainties in the estimation of parameters of a water and pesticide transfer model at the watershed scale

Katarina Radišić , Claire Lauvernet , Arthur Vidard
2023
Other publications hal-04008833v1
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Sensitivity analysis approaches for stochastic models. Application to compartmental models in epidemiology

Henri Mermoz Kouye
Statistics [math.ST]. Université Paris-Saclay, 2022. English. ⟨NNT : 2022UPASM038⟩
Theses tel-03883271v2
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Robust calibration of a hydrological model with stochastic surrogates

Katarina Radišić , Claire Lauvernet , Arthur Vidard
MASCOT-NUM 2023 - Workshop Méthodes d'Analyse Stochastique pour les Codes et Traitement NUMériques, Julien Bect (Université Paris-Saclay, CNRS, CentraleSupélec, L2S); Nicolas Bousquet (EDF R&D); Bertrand Iooss (EDF R&D) Anthony Nouy (Centrale Nantes, LMJL); Sidonie Lefebvre (ONERA, DOTA); Anthony Nouy (Centrale Nantes, LMJL); Emmanuel Vazquez (Université Paris-Saclay, CNRS, CentraleSupélec, L2S), Apr 2023, Le Croisic, France. pp.1-2
Conference papers hal-03983100v1
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On the representation and learning of monotone triangular transport maps

Ricardo Baptista , Youssef Marzouk , Olivier Zahm
2023
Preprints, Working Papers, ... hal-03060198v1
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Sliding or stumbling on the staircase: numerics of ocean circulation along piecewise-constant coastlines

Antoine-Alexis Nasser , Gurvan Madec , Casimir de Lavergne , Laurent Debreu , Florian Lemarié , et al.
Journal of Advances in Modeling Earth Systems, 2023, 15 (5), pp.e2022MS003594. ⟨10.1029/2022ms003594⟩
Journal articles hal-03951704v1
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An explicit exponential time integrator based on Faber polynomials and its application to seismic wave modelling

Fernando V. Ravelo , Pedro S. Peixoto , Martin Schreiber
2022
Preprints, Working Papers, ... hal-03889261v1
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Global sensitivity analysis of the dynamics of a distributed hydrological model at the catchment scale

Katarina Radišić , Emilie Rouzies , Claire Lauvernet , Arthur Vidard
Socio-Environmental Systems Modelling, In press, pp.1-17
Journal articles hal-03884443v1

Prior normalization for certified likelihood-informed subspace detection of Bayesian inverse problems

Tiangang Cui , Xin Tong , Olivier Zahm
Inverse Problems, 2022, 38 (12), pp.124002. ⟨10.1088/1361-6420/ac9582⟩
Journal articles hal-03877862v1

Gradient-based data and parameter dimension reduction for Bayesian models: an information theoretic perspective

Ricardo Baptista , Youssef Marzouk , Olivier Zahm
2022
Preprints, Working Papers, ... hal-03877649v1
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An Emulation Layer for Dynamic Resources with MPI Sessions

Jan Fecht , Martin Schreiber , Martin Schulz , Howard Pritchard , Daniel J Holmes
HPCMALL 2022 - Malleability Techniques Applications in High-Performance Computing, Jun 2022, Hambourg, Germany
Conference papers hal-03856702v1
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Towards Dynamic Resource Management with MPI Sessions and PMIx

Dominik Huber , Maximilian Streubel , Isaías Comprés , Martin Schulz , Martin Schreiber , et al.
EuroMPI/USA'22 - 29th European MPI Users' Group Meeting, Sep 2022, Chattanooga, United States. pp.57-67, ⟨10.1145/3555819.3555856⟩
Conference papers hal-03856697v1
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Wind Turbine Quantification and Reduction of Uncertainties Based on a Data-Driven Data Assimilation Approach

Adrien Hirvoas , Clémentine Prieur , Élise Arnaud , Fabien Caleyron , Miguel Munoz Zuniga
Journal of Renewable and Sustainable Energy, 2022, 14 (5), pp.053303. ⟨10.1063/5.0086255⟩
Journal articles hal-03855143v1
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Improved regional frequency analysis of rainfall data

Philomène Le Gall , Anne-Catherine Favre , Philippe Naveau , Clémentine Prieur
Weather and Climate Extremes, 2022, 36, pp.100456. ⟨10.1016/j.wace.2022.100456⟩
Journal articles hal-03114324v3
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Numerical analysis for a combined space-time discretization of air-sea exchanges and their parameterizations

Simon Clement
Numerical Analysis [math.NA]. Université Grenoble Alpes, 2022. English. ⟨NNT : ⟩
Theses tel-03822632v1
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Calibrating a Hydrological Model for Pesticide Transfer while Considering Rain Uncertainty

Katarina Radišić , Claire Lauvernet , Arthur Vidard
AGU Fall Meeting 2022 - Science Leads the Future, Dec 2022, Chicago, United States. pp.1-1
Conference papers hal-03812018v1
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3D wave-resolving simulation of sandbar migration

Patrick Marchesiello , Julien Chauchat , Hassan Shafiei , Rafael Almar , Rachid Benshila , et al.
Ocean Modelling, 2022, 180, pp.102127. ⟨10.1016/j.ocemod.2022.102127⟩
Journal articles hal-03345439v2

How to perform global sensitivity analysis of a catchment-scale, distributed pesticide transfer model? Application to the PESHMELBA model

Emilie Rouzies , Claire Lauvernet , Bruno Sudret , Arthur Vidard
2022
Preprints, Working Papers, ... hal-03807336v1
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Prise en compte d'incertitudes externes dans l'estimation de paramètres d'un modèle de transfert d'eau et de pesticides à l'échelle du bassin versant

Katarina Radišić , Claire Lauvernet , Arthur Vidard , Etienne Leblois
OZCAR 2022 - OZCAR Summer school, "la science de la zone critique", Jul 2022, Barcelonette, France. pp.1-1
Conference poster hal-03807197v1