DURRANDE - Nicolas
Toutes les publications (16)
| Date/Type | Titre/URL/journal | Domaines | Notes SJR/Core | Cit. GScholar |
|---|---|---|---|---|
| 2022
ART |
François Bachoc, Nicolas Durrande, Didier Rullière, Clément Chevalier
Properties and comparison of some Kriging sub-model aggregation methods Mathematical Geosciences - 2022 |
Maths | ||
| 2022
COMM |
Rodolphe Le Riche, David Gaudrie, Jhouben Cuesta-Ramirez, Sami Ben Elhaj Salah, Olivier Roustant, Victor Picheny, Nicolas Durrande, Xavier Bay, Julien Bruchon, Nicolas Moulin
A discussion of the current and potential uses of Gaussian Processes in mechanics Journée scientifique de la SF2M: matériau numérique - 2022 |
Maths | ||
| 2020
COUV |
Nicolas Garland, Rodolphe Le Riche, Yann Richet, Nicolas Durrande
Multi-fidelity for MDO using Gaussian Processes |
Maths | ||
| 2019
LECTURE |
Rodolphe Le Riche, Nicolas Durrande
An overview of kriging for researchers |
Maths | ||
| 2019
ART |
Andrés F. López-Lopera, Nicolas Durrande, Mauricio Alvarez
Physically-inspired Gaussian process models for post-transcriptional regulation in Drosophila IEEE/ACM Transactions on Computational Biology and Bioinformatics - 2019 |
Informatique/Bio-informatique | ||
| 2019
COMM |
Andrés F. López-Lopera, St John, Nicolas Durrande
Gaussian process modulated Cox processes under linear inequality constraints 22nd International Conference on Artificial Intelligence and Statistics (AISTATS) 2019 - 2019 |
Informatique/Modélisation et simulation | ||
| 2018
ART |
Andrés F. López-Lopera, François Bachoc, Nicolas Durrande, Olivier Roustant
Finite-dimensional Gaussian approximation with linear inequality constraints SIAM/ASA Journal on Uncertainty Quantification - 2018 |
Informatique/Modélisation et simulation | ||
| 2018
COMM |
Andrés López-Lopera, François Bachoc, Nicolas Durrande, Jérémy Rohmer, Déborah Idier, Olivier Roustant
Approximating Gaussian Process Emulators with Linear Inequality Constraints and Noisy Observations via MC and MCMC International Conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific Computing - 2018 |
Informatique Environnements Informatiques pour l'Apprentissage Humain | ||
| 2018
ART |
Didier Rullière, Nicolas Durrande, François Bachoc, Clément Chevalier
Nested Kriging predictions for datasets with large number of observations Statistics and Computing - 2018 |
Informatique/Modélisation et simulation | ||
| 2018
UNDEFINED |
Jean-Charles Croix, Nicolas Durrande, Mauricio Alvarez
Bayesian inversion of a diffusion evolution equation with application to Biology |
Maths | ||
| 2018
ART |
James Hensman, Nicolas Durrande, Arno Solin
Variational Fourier features for Gaussian processes Journal of Machine Learning Research - 2018 |
Informatique/Modélisation et simulation | ||
| 2017
LECTURE |
Nicolas Durrande, Rodolphe Le Riche
Introduction to Gaussian Process Surrogate Models |
Maths | ||
| 2017
ART |
N Corrado, Nicolas Durrande, M Gherlone, J Hensman, M Mattone, C. Surace
Single and multiple crack localization in beam-like structures using a Gaussian process regression approach Journal of Vibration and Control - 2017 |
Informatique/Modélisation et simulation | ||
| 2017
COMM |
Rodolphe Le Riche, Hossein Mohammadi, Nicolas Durrande, Eric Touboul, Xavier Bay
A Comparison of Regularization Methods for Gaussian Processes 2017 SIAM Conference on Optimization - 2017 |
Informatique/Modélisation et simulation | ||
| 2017
REPORT |
Hossein Mohammadi, Rodolphe Le Riche, Nicolas Durrande, Eric Touboul, Xavier Bay
An analytic comparison of regularization methods for Gaussian Processes |
Maths | ||
| 2016
COMM |
Olivier Roustant, Rodolphe Le Riche, Nicolas Durrande
Du tâtonnement aux mathématiques: la décision sous incertitudes Opening talk for the industrial chair in applied mathematics OQUAIDO - 2016 |
Informatique/Modélisation et simulation |