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Pré-publication, Document de travail
Jean-Marie Mirebeau, Lionel Gayraud, Rémi Barrère, Da Chen, François Desquilbet
Massively parallel computation of globally optimal shortest paths with curvature penalization
2021
Communication dans un congrès
Eric Blayo
Les systèmes de prévision numérique en environnement
Séminaire du LIRIMA, Mar 2021, [En distanciel], France
Article dans une revue
Mostafa Sadeghi, Xavier Alameda-Pineda
Mixture of Inference Networks for VAE-based Audio-visual Speech Enhancement
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2021, 69, pp.1899-1909. ⟨10.1109/TSP.2021.3066038⟩
Pré-publication, Document de travail
Olivier Zahm, Tiangang Cui, Kody Law, Alessio Spantini, Youssef Marzouk
Certified dimension reduction in nonlinear Bayesian inverse problems
2021
Communication dans un congrès
Jean-Guillaume Dumas, Florentina Șoiman, Sonia Jimenez-Garces
Blockchain technology and the crypto-market’s risks: A literature survey
12th International Conference on Complexity, Informatics and Cybernetics, International Institution of Informatics and Systemics, Mar 2021, Orlando, United States. pp.30--37
Article dans une revue
Daria Bystrova, Giovanni Poggiato, Billur Bektaş, Julyan Arbel, James S Clark, Alessandra Guglielmi, Wilfried Thuiller
Clustering species with residual covariance matrix in Joint Species Distribution models
Frontiers in Ecology and Evolution, Frontiers Media S.A, 2021, 9, pp.601384:1-11. ⟨10.3389/fevo.2021.601384⟩
Article dans une revue
Elodie Laine, Sergei Grudinin
HOPMA: Boosting protein functional dynamics with colored contact maps
Journal of Physical Chemistry B, American Chemical Society, 2021, 125 (10), pp.2577-2588. ⟨10.1021/acs.jpcb.0c11633⟩
Communication dans un congrès
William Pierré, Lionel Hervé, Cédric Allier, Sophie Morales, Sergei Grudinin, Shwetadwip Chowdhury, Laura Waller, Christophe Arnoult, Pierre Ray, Magali Dhellemmes
Deep learning framework applied to optical diffraction tomography (ODT)
Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XXVIII, SPIE, Mar 2021, Online Only, France. pp.1, ⟨10.1117/12.2582361⟩
Article dans une revue
Vincent Brault, Bastien Mallein, Jean-François Rupprecht
Group testing as a strategy for COVID-19 epidemiological monitoring and community surveillance
PLoS Computational Biology, Public Library of Science, 2021, 17 (3), pp.e1008726. ⟨10.1371/journal.pcbi.1008726⟩
Article dans une revue
Guillaume James
Traveling Fronts in Dissipative Granular Chains and Nonlinear Lattices
Nonlinearity, IOP Publishing, 2021, 34 (3), pp.1758-1790. ⟨10.1088/1361-6544/abdbbe⟩
Rapport
Brice Olivier, Anne Guérin-Dugué, Jean-Baptiste Durand
Modèles de semi-Markov cachés pour la segmentation de trajectoires oculométriques en phases de lecture
[Research Report] RR-9398, Inria Grenoble - Rhône-Alpes. 2021
Article dans une revue
Achmad Choiruddin, Jean-François Coeurjolly, Rasmus Waagepetersen
Information criteria for inhomogeneous spatial point processes
Australian and New Zealand Journal of Statistics, Wiley, 2021, 63 (1), pp.119-143. ⟨10.1111/anzs.12327⟩
Pré-publication, Document de travail
Tiangang Cui, Olivier Zahm
Data-Free Likelihood-Informed Dimension Reduction of Bayesian Inverse Problems
2021
Article dans une revue
Julyan Arbel, Riccardo Corradin, Bernardo Nipoti
Dirichlet process mixtures under affine transformations of the data
Computational Statistics, Springer Verlag, 2021, 36, pp.577-601. ⟨10.1007/s00180-020-01013-y⟩
Article dans une revue
Saman Razavi, Anthony Jakeman, Andrea Saltelli, Clémentine Prieur, Bertrand Iooss, Emanuele Borgonovo, Elmar Plischke, Samuele Lo Piano, Takuya Iwanaga, William Becker, Stefano Tarantola, Joseph H.A. Guillaume, John Jakeman, Hoshin Gupta, Nicola Melillo, Giovanni Rabitti, Vincent Chabridon, Qingyun Duan, Xifu Sun, Stefán Smith, Razi Sheikholeslami, Nasim Hosseini, Masoud Asadzadeh, Arnald Puy, Sergei Kucherenko, Holger Maier
The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support
Environmental Modelling and Software, Elsevier, 2021, 137, pp.104954. ⟨10.1016/j.envsoft.2020.104954⟩
Article dans une revue
Abdelaati Daouia, Stéphane Girard, Gilles Stupfler
ExpectHill estimation, extreme risk and heavy tails
Journal of Econometrics, Elsevier, 2021, 221 (1), pp.97-117. ⟨10.1016/j.jeconom.2020.02.003⟩
Article dans une revue
Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, Jocelyn Chanussot
Spectral Superresolution of Multispectral Imagery With Joint Sparse and Low-Rank Learning
IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2021, 59 (3), pp.2269-2280. ⟨10.1109/TGRS.2020.3000684⟩
Article dans une revue
Anass El Aouni
A hybrid identification and tracking of Lagrangian mesoscale eddies
Physics of Fluids, American Institute of Physics, 2021, 33 (3), pp.036604. ⟨10.1063/5.0038761⟩
Article dans une revue
Ilia Igashov, Kliment Olechnovic, Maria Kadukova, Česlovas Venclovas, Sergei Grudinin
VoroCNN: Deep convolutional neural network built on 3D Voronoi tessellation of protein structures
Bioinformatics, Oxford University Press (OUP), 2021, 37 (16), pp.2332-2339. ⟨10.1093/bioinformatics/btab118⟩
Pré-publication, Document de travail
Achmad Choiruddin, Jean-François Coeurjolly, Frédérique Letué
Adaptive lasso and Dantzig selector for spatial point processes intensity estimation
2021
Pré-publication, Document de travail
Daria Bystrova, Giovanni Poggiato, Julyan Arbel, Wilfried Thuiller
Latent factor models: a tool for dimension reduction in joint species distribution models
2021
Pré-publication, Document de travail
Daria Bystrova, Julyan Arbel, Thibaud Rahier
Contributed comment on Article by Hahn, Murray, and Carvalho
2021
Communication dans un congrès
Franck Iutzeler, Mathias Chastan, Auguste Lam
Unsupervised density based machine learning for abnormal leveling signatures detection
SPIE Advanced Lithography, Feb 2021, Online Only, United States. pp.51, ⟨10.1117/12.2581468⟩
Chapitre d'ouvrage
Souleymane Kadri, Valérie Perrier
No-slip and Free-slip divergence-free wavelets in three and higher dimension for the simulation of incompressible viscous flows
R. Deiterding; M.-O. Domingues; K. Schneider. Cartesian CFD Methods for Complex Applications, Springer, 2021, 978-3-030-61760-8. ⟨10.1007/978-3-030-61761-5_3⟩
Pré-publication, Document de travail
Daniele Bigoni, Youssef Marzouk, Clémentine Prieur, Olivier Zahm
Nonlinear dimension reduction for surrogate modeling using gradient information
2021
Article dans une revue
Morgane Gerardin, Nicolas Holzschuch, Alain Ibanez, Bernard Schmitt, Pauline Martinetto
Influence of micro-structural features on the colour of nanocrystallised powders of hematite and visible-NIR reflectance spectra simulations
Journal of the international colour association, International Colour Association, AIC, 2021, 26, pp.41-48
Pré-publication, Document de travail
Raphaël Berthier, Francis Bach, Nicolas Flammarion, Pierre Gaillard, Adrien Taylor
A Continuized View on Nesterov Acceleration
2021
Thèse
Sophie Thery
Numerical study of ocean-atmosphere coupling algorithms taking into account boundary layer parameterizations
Analyse numérique [cs.NA]. Université Grenoble Alpes [2020-..], 2021. Français. ⟨NNT : 2021GRALM003⟩
Chapitre d'ouvrage
Gabriel Destouet, Cécile Dumas, Anne Frassati, Valérie Perrier
Wavelet Scattering Transform and Ensemble Methods for Side-Channel Analysis
Constructive Side-Channel Analysis and Secure Design, 12244, Springer International Publishing, pp.71-89, 2021, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-68773-1_4⟩
Article dans une revue
Vincent Leroy, Jean-Sébastien Franco, Edmond Boyer
Volume Sweeping: Learning Photoconsistency for Multi-View Shape Reconstruction
International Journal of Computer Vision, Springer Verlag, 2021, 129, pp.284-299. ⟨10.1007/s11263-020-01377-0⟩