Publications Récentes
Communication dans un congrès
Michaël Allouche, Stéphane Girard, Emmanuel Gobet
EV-GAN: Simulation of extreme events with ReLU neural networks
EcoSta 2022 - 5th International Conference on Econometrics and Statistics, Jun 2022, Kyoto, Japan
Communication dans un congrès
Jan Fecht, Martin Schreiber, Martin Schulz, Howard Pritchard, Daniel J Holmes
An Emulation Layer for Dynamic Resources with MPI Sessions
HPCMALL 2022 - Malleability Techniques Applications in High-Performance Computing, Jun 2022, Hambourg, Germany
Thèse
Jean Basset
Transfert de déformation morphologiquement plausible
Machine Learning [cs.LG]. Université Grenoble Alpes [2020-..], 2022. English. ⟨NNT : 2022GRALM015⟩
Article dans une revue
Jean-Baptiste Durand, Florence Forbes, Cong Duc Phan, Long Truong, Hien D Nguyen, Fatoumata Dama
Bayesian nonparametric spatial prior for traffic crash risk mapping: a case study of Victoria, Australia
Australian and New Zealand Journal of Statistics, 2022, Special Issue: Geoff McLachlan Festschrift, 64 (2), pp.171-204. ⟨10.1111/anzs.12369⟩
Cours
Pierre Saramito
Efficient C++ finite element computing with Rheolef
Master. Grenoble, France, France. 2022, pp.279
Article dans une revue
Matthieu Oliver, Didier Georges, Clémentine Prieur
Spatialized Epidemiological Forecasting applied to Covid-19 Pandemic at Departmental Scale in France
Systems and Control Letters, 2022, 164, pp.105240. ⟨10.1016/j.sysconle.2022.105240⟩
Article dans une revue
Gabriele Perozzi, Andrey Polyakov, Felix Miranda-Villatoro, Bernard Brogliato
Upgrading a linear controller to a sliding mode one: Theory and experiments
Control Engineering Practice, 2022, 123, pp.1-15. ⟨10.1016/j.conengprac.2022.105107⟩
Article dans une revue
Philomène Le Gall, Anne-Catherine Favre, Philippe Naveau, Clémentine Prieur
Improved regional frequency analysis of rainfall data
Weather and Climate Extremes, 2022, 36, pp.100456. ⟨10.1016/j.wace.2022.100456⟩
Article dans une revue
María Belén Heredia, Clémentine Prieur, Nicolas Eckert
Global sensitivity analysis with aggregated Shapley effects, application to avalanche hazard assessment
Reliability Engineering and System Safety, 2022, 222 (108420), pp.1-11. ⟨10.1016/j.ress.2022.108420⟩
Article dans une revue
Olivier Ozenda, Pierre Saramito, Guillaume Chambon
Shear-induced migration in concentrated suspensions: particle mass conservation, contact pressure and jamming
Journal of Non-Newtonian Fluid Mechanics, 2022, 304, pp.104805. ⟨10.1016/j.jnnfm.2022.104805⟩
Article dans une revue
Hien Duy Nguyen, Florence Forbes
Global implicit function theorems and the online Expectation-Maximisation algorithm
Australian and New Zealand Journal of Statistics, 2022, 64 (2), pp.255-281. ⟨10.1111/anzs.12356⟩
Article dans une revue
Hien Duy Nguyen, Sharon Lee, Florence Forbes
A Festschrift for Geoff McLachlan
Australian and New Zealand Journal of Statistics, 2022, 64 (2), pp.111 - 116. ⟨10.1111/anzs.12372⟩
Autre publication
Didier A. Girard
Fitting a Powered Exponential Autocorrelation: Alternatives to Maximum Likelihood via Conjugate Gradient Linear Solvers
2022
Article dans une revue
Bernard Brogliato
Dissipative dynamical systems with set-valued feedback loops Well-posed set-valued Lur'e dynamical systems
IEEE Control Systems Magazine, 2022, 42 (3), pp.93-114. ⟨10.1109/mcs.2022.3157160⟩
Communication dans un congrès
G. Provenzano, R. Brossier, Ludovic Métivier, A. Pladys
Emancipating Fwi Imaging from Traveltime Tomography in Valhall Via Optimal Transport Joint Full Waveform Inversion
83rd EAGE Annual Conference & Exhibition, Jun 2022, Madrid, Spain. pp.1-5, ⟨10.3997/2214-4609.202210395⟩
Article dans une revue
Marco Carpentiero, Gemine Vivone, Rocco Restaino, Paolo Addesso, Jocelyn Chanussot
An Optimization Procedure for Robust Regression-Based Pansharpening
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5410416. ⟨10.1109/TGRS.2022.3179105⟩
Poster
Minh-Hoang Nguyen, Vincent Acary, Paul Armand
Second-order cone programming for rolling friction contact mechanics
SMAI MODE 2022 - Journées du groupe MODE de la Société de Mathématiques Appliquées et Industrielles, May 2022, Limoges, France. pp.1-1
Communication dans un congrès
Théo Moins, Julyan Arbel, Anne Dutfoy, Stéphane Girard
On the use of a local R-hat to improve MCMC convergence diagnostic
Energy Forecasting Innovation Conference 2022, May 2022, Londres, United Kingdom
Communication dans un congrès
Emilie Rouzies, Claire Lauvernet, Arthur Vidard
Which data assimilation method and data source for a multi-compartment hydrology/water quality model? Application on the PESHMELBA model in a small agricultural catchment
EGU22 - European Geosciences Union General Assembly, Européan Geosciences Union (EGU), May 2022, Vienne, Austria
Communication dans un congrès
Florian Lemarié, Nicolas Ducousso, Laurent Debreu, Gurvan Madec
Stability and accuracy of Runge-Kutta based split-explicit time-stepping algorithms for free-surface ocean models
EGU 2022 - General Assembly on European Geosciences Union, May 2022, Vienna, Austria. pp.1-6
Poster
Victor Trappler, Élise Arnaud, Laurent Debreu, Arthur Vidard
Regret-based calibration using GPs
Journées CIROQUO 2022, May 2022, Grenoble, France
Communication dans un congrès
Franck Corset, Christian Paroissin, Mitra Fouladirad
Imperfect condition-based maintenance for a gamma degradation process in presence of unknown parameters
ENBIS Spring Meeting 2022, May 2022, Grenoble, France
Communication dans un congrès
Margaux Leroy, Christophe Bérenguer, Laurent Doyen, Olivier Gaudoin
Statistical inference for a Wiener-based degradation model with imperfect maintenance actions under different observation schemes
ENBIS Spring Metting 2022, European Network for Business and Industrial Statistics, May 2022, Grenoble, France
Communication dans un congrès
Victor Romero, Mickaël Ly, Abdullah-Haroon Rasheed, Raphaël Charrondière, Arnaud Lazarus, Sébastien Neukirch, Florence Bertails-Descoubes
Test et validation de codes de simulation d'informatique graphique pour les structures élastiques minces et le contact frottant
CSMA 2022 - 15ème Colloque National en Calcul des Structures, Université Polytechnique Hauts-de-France [UPHF], May 2022, Giens, France. pp.1-2
Article dans une revue
Daniele Bigoni, Youssef Marzouk, Clémentine Prieur, Olivier Zahm
Nonlinear dimension reduction for surrogate modeling using gradient information
Information and Inference, 2022
Pré-publication, Document de travail
Corinne Berzin, Alain Latour, José León
Formule de Kac-Rice : un aperçu contemporain des principaux résultats et applications
2022
Article dans une revue
Bernard Brogliato, Alexandre Rocca
Analysis of the implicit Euler time-discretization of passive linear descriptor complementarity systems
Journal of Nonsmooth Analysis and Optimization, 2022, Volume 3, paper 7269. ⟨10.46298/jnsao-2022-7269⟩
Article dans une revue
Maëliss Jallais, Pedro Luiz Coelho Rodrigues, Alexandre Gramfort, Demian Wassermann
Inverting brain grey matter models with likelihood-free inference: a tool for trustable cytoarchitecture measurements
Journal of Machine Learning for Biomedical Imaging, 2022, pp.1-27. ⟨10.48550/arXiv.2111.08693⟩
Communication dans un congrès
Benjamin Lambert, Florence Forbes, Alan Tucholka, Senan Doyle, Michel Dojat
Multi-Scale Evaluation of Uncertainty Quantification Techniques for Deep Learning based MRI Segmentation
ISMRM-ESMRMB & ISMRT 2022 - 31st Joint Annual Meeting International Society for Magnetic Resonance in Medecine, May 2022, London, United Kingdom. pp.1-3
Pré-publication, Document de travail
Arnaud Tonnelier
Sustainability or societal collapse, dynamics and bifurcations of the handy model
2022