Functional-input metamodeling : an application to coastal flood early warning
José Daniel Betancourt
Modeling and Simulation. Université Paul Sabatier - Toulouse III, 2020. English.
⟨NNT : 2020TOU30097⟩
Theses
tel-03117879v1
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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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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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Un système local de prévision et alerte des submersions côtières centré sur les besoins des utilisateurs et utilisant des techniques de métamodélisation
Déborah Idier
,
Axel Aurouet
,
François Bachoc
,
Audrey Baills
,
José Daniel Betancourt
et al.
Conference papers
hal-03780209v1
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Asymptotic properties of the maximum likelihood and cross validation estimators for transformed Gaussian processes
François Bachoc
,
José Daniel Betancourt
,
Reinhard Furrer
,
Thierry Klein
Journal articles
hal-02388266v1
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Ant Colony based model selection for functional-input Gaussian process regression
José Daniel Betancourt
,
François Bachoc
,
Thierry Klein
,
Fabrice Gamboa
[Research Report] D3.b, Institut de Mathématiques de Toulouse & Institut Universitaire de France, UMR 5219, Université de Toulouse, CNRS, UPS IMT. 2020
Reports
hal-02532713v2
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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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