On the Construction of Uncertain Time Series Surrogates Using Polynomial Chaos and Gaussian Processes

Pierre Sochala; Mohamed Iskandarani

doi:10.1007/s11004-019-09806-8

Journal Articles Mathematical Geosciences Year : 2020

On the Construction of Uncertain Time Series Surrogates Using Polynomial Chaos and Gaussian Processes

(1) , (2)

1
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Pierre Sochala

Function : Author
PersonId : 1145256
IdHAL : pierre-sochala
ORCID : 0000-0002-8223-9335
IdRef : 147840864

Bureau de Recherches Géologiques et Minières (BRGM)

Mohamed Iskandarani

Function : Author

University of Miami [Coral Gables]

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Sciences of the Universe [physics] Environmental Sciences

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https://hal-brgm.archives-ouvertes.fr/hal-02859882

Submitted on : Monday, June 8, 2020-9:53:38 AM

Last modification on : Wednesday, August 3, 2022-4:05:16 AM

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hal-02859882 , version 1 (08-06-2020)

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HAL Id : hal-02859882 , version 1
DOI : 10.1007/s11004-019-09806-8

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Pierre Sochala, Mohamed Iskandarani. On the Construction of Uncertain Time Series Surrogates Using Polynomial Chaos and Gaussian Processes. Mathematical Geosciences, 2020, 52 (2), pp.285-309. ⟨10.1007/s11004-019-09806-8⟩. ⟨hal-02859882⟩

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On the Construction of Uncertain Time Series Surrogates Using Polynomial Chaos and Gaussian Processes

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