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authIdHal_s : olivier-roustant
Image document

Prédiction d'images par krigeage et ACP sur base d'ondelettes, avec application à un modèle d'inondation côtière

Tran Vi-Vi Élodie Perrin , Olivier Roustant , Jeremy Rohmer , Olivier Alata
2019
Preprints, Working Papers, ... hal-02144126v1

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
Image document

Revealing the dependence structure of scenario-like inputs in numerical environmental simulations using Gaussian Process regression

Jeremy Rohmer , Olivier Roustant , Sophie Lecacheux , Jean-Charles Manceau
2020
Preprints, Working Papers, ... hal-03054381v1
Image document

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

Revealing the interlevel dependence structure of categorical inputs in numerical environmental simulations with kernel model selection

Jeremy Rohmer , O Roustant , Sophie Lecacheux , Jean-Charles Manceau
Environmental Modelling and Software, 2022, 151, pp.105380. ⟨10.1016/j.envsoft.2022.105380⟩
Journal articles hal-03687171v1