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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 of Marine Science and Engineering, 2021, pp.1191. ⟨10.3390/jmse9111191⟩
Journal articles hal-03406179v2

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

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.
Journées nationales Génie Côtier - Génie Civil, Oct 2022, Chatou, France. ⟨10.5150/jngcgc.2022.088⟩
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
Electronic Journal of Statistics , 2020, 14 (1), ⟨10.1214/20-EJS1712⟩
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.
Reliability Engineering and System Safety, 2020, 198, ⟨10.1016/j.ress.2020.106870⟩
Journal articles hal-01998724v2