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authIdHal_s : francois-bachoc
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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
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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

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

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

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

Multioutput Gaussian processes with functional data: A study on coastal flood hazard assessment

Andrés F. López-Lopera , Déborah Idier , Jeremy Rohmer , François Bachoc
Reliability Engineering and System Safety, 2021, 218, pp.108139. ⟨10.1016/j.ress.2021.108139⟩
Journal articles hal-03412417v1

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