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
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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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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
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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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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
Journal articles
hal-03687171v1
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