funGp: An R Package for Gaussian Process Regression with Scalar and Functional Inputs
José Daniel Betancourt
,
François Bachoc
,
Thierry Klein
,
Déborah Idier
,
Jérémy Rohmer
,
et al.
2022
Preprints, Working Papers, ...
hal-02536624v2
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Gaussian process metamodeling of functional-input code for coastal flood hazard assessment
José Daniel Betancourt
,
François Bachoc
,
Thierry Klein
,
Déborah Idier
,
Rodrigo Pedreros
,
et al.
Journal articles
hal-01998724v2
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A User-Oriented Local Coastal Flooding Early Warning System Using Metamodelling Techniques
Déborah Idier
,
Axel Aurouet
,
François Bachoc
,
Audrey Baills
,
José Daniel Betancourt
,
et al.
Journal articles
hal-03406179v2
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Approximating Gaussian Process Emulators with Linear Inequality Constraints and Noisy Observations via MC and MCMC
Andrés López-Lopera
,
François Bachoc
,
Nicolas Durrande
,
Jérémy Rohmer
,
Déborah Idier
,
et al.
International Conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific Computing , Jul 2018, Rennes, France. pp.363-381,
⟨10.1007/978-3-030-43465-6_18⟩
Conference papers
hal-02104840v1
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Partitioning the contributions of dependent offshore forcing conditions in the probabilistic assessment of future coastal flooding
Jeremy Rohmer
,
Déborah Idier
,
Rémi Thiéblemont
,
Gonéri Le Cozannet
,
François Bachoc
Rencontres MEXICO (MÉTHODES POUR L'EXPLORATION INFORMATIQUE DES MODÈLES COMPLEXES) 2022 , Nov 2022, Cestas Gazinet, France
Conference papers
hal-03852984v1
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Chair in applied mathematics OQUAIDO Activity report
Olivier Roustant
,
Rodolphe Le Riche
,
Josselin Garnier
,
David Ginsbourger
,
Yves Deville
,
et al.
[Research Report] Mines Saint-Etienne; Ecole Centrale Lyon; BRGM (Bureau de recherches géologiques et minières); CEA; IFP Energies Nouvelles; Institut de Radioprotection et de Sûreté Nucléaire; Safran Tech; Storengy; CNRS; Université Grenoble - Alpes; Université Nice - Sophia Antipolis; Université Toulouse 3 (Paul Sabatier). 2021
Reports
hal-03217277v2
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Toward a User-Based, Robust and Fast Running Method for Coastal Flooding Forecast, Early Warning, and Risk Prevention
Déborah Idier
,
Axel Aurouet
,
François Bachoc
,
Audrey Baills
,
José Daniel Betancourt
,
et al.
Journal of Coastal Research , 2020, Special issue : Proceedings from the International Coastal Symposium (ICS) 2020, 95, pp.11-15.
⟨10.2112/SI95-216.1⟩
Journal articles
hal-02458084v1
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Multioutput Gaussian processes with functional data: A study on coastal flood hazard assessment
Andrés F. López-Lopera
,
Déborah Idier
,
Jeremy Rohmer
,
François Bachoc
Journal articles
hal-03412417v1
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Partitioning the uncertainty contributions of dependent offshore forcing conditions in the probabilistic assessment of future coastal flooding at a macrotidal site
Jeremy Rohmer
,
Déborah Idier
,
Rémi Thiéblemont
,
Goneri Le Cozannet
,
François Bachoc
2022
Preprints, Working Papers, ...
hal-03615903v1
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