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Towards robust prediction of the dynamics of the Antarctic ice sheet: Uncertainty quantification of sea-level rise projections and grounding-line retreat with essential ice-sheet m...

by Bulthuis, Kevin
Published 2020

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Doctoral or Postdoctoral Thesis
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2

Towards robust prediction of the dynamics of the Antarctic ice sheet: Uncertainty quantification of sea-level rise projections and grounding-line retreat with essential ice-sheet m...

by Bulthuis, Kevin
Published 2020

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Doctoral or Postdoctoral Thesis
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3

A new sampling capability for uncertainty quantification in the Ice-sheet and Sea-level System Model v4.19 using Gaussian Markov random fields -- Datasets and results

by Bulthuis, Kevin, Larour, Eric
Published 2021

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Dataset
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A new sampling capability for uncertainty quantification in the Ice-sheet and Sea-level System Model v4.19 using Gaussian Markov random fields -- Datasets and results

by Bulthuis, Kevin, Larour, Eric
Published 2021

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Dataset
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5

A new sampling capability for uncertainty quantification in the Ice-sheet and Sea-level System Model v4.19 using Gaussian Markov random fields -- Software

by Bulthuis, Kevin, Larour, Eric
Published 2021

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Article in Journal/Newspaper
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A new sampling capability for uncertainty quantification in the Ice-sheet and Sea-level System Model v4.19 using Gaussian Markov random fields -- Software

by Bulthuis, Kevin, Larour, Eric
Published 2021

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Article in Journal/Newspaper
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7

Implementation of a Gaussian Markov random field sampler for forward uncertainty quantification in the Ice-sheet and Sea-level System Model v4.19

by Bulthuis, Kevin, Larour, Eric
Published in Geoscientific Model Development (2022)

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Text
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8

Spatio-temporal models for uncertainty quantification in ice-sheet models using Gaussian random fields

by Bulthuis, Kevin M, Larour, Eric
Published 2022

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Conference Object
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9

A new sampling capability for uncertainty quantification in the Ice-sheet and Sea-level System Model v4.19 using Gaussian Markov random fields

by Bulthuis, Kevin, Larour, Eric Y.
Published 2021

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Text
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10

Computation of Sobol indices in global sensitivity analysis from small data sets by probabilistic learning on manifolds

by Arnst, Maarten, Soize, Christian, Bulthuis, Kevin
Published in International Journal for Uncertainty Quantification (2021)

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Article in Journal/Newspaper
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11

Computation of Sobol indices in global sensitivity analysis from small data sets by probabilistic learning on manifolds

by Arnst, Maarten, Soize, Christian, Bulthuis, Kevin
Published in International Journal for Uncertainty Quantification (2021)

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12

Uncertainty Quantification of the Antarctic Ice-Sheet Retreat Using a Multifidelity Quantile-Based Approach for Confidence Sets of Random Excursion Sets

by Bulthuis, Kevin, Arnst, Maarten, Pattyn, Frank
Published 2022

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Conference Object
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13

A Multifidelity Quantile-Based Approach for Confidence Sets of Random Excursion Sets with Application to Ice-Sheet Dynamics

by Bulthuis, Kevin, Pattyn, Frank, Arnst, Maarten
Published 2020

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Article in Journal/Newspaper
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14

Computation of Sobol indices in global sensitivity analysis from small data sets by probabilistic learning on manifolds

by Arnst, Maarten, Soize, Christian, Bulthuis, Kevin
Published in International Journal for Uncertainty Quantification (2021)

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Article in Journal/Newspaper
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15

Modelling ice flow for large-scale ice-sheet simulations

by Bulthuis, Kevin, Arnst, Maarten, Pattyn, Frank
Published 2017

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Lecture
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Computation of sobol indices in global sensitivity analysis from small data sets by probabilistic learning on manifolds

by Arnst, Maarten, Soize, Christian, Bulthuis, Kevin
Published in International Journal for Uncertainty Quantification (2021)

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Article in Journal/Newspaper
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17

A Multifidelity Quantile-Based Approach for Confidence Sets of Random Excursion Sets with Application to Ice-Sheet Dynamics

by Bulthuis, Kevin, Pattyn, Frank, Arnst, Maarten
Published in SIAM/ASA Journal on Uncertainty Quantification (2020)

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Article in Journal/Newspaper
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18

Estimation of confidence regions for random excursion sets with application to large-scale ice-sheet simulations

by Bulthuis, Kevin, Pattyn, Frank, Arnst, Maarten
Published 2019

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Conference Object
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19

Uncertainty quantification of the multi-centennial response of the Antarctic ice sheet to climate change

by Bulthuis, Kevin, Arnst, Maarten, Sun, Sainan, Pattyn, Frank
Published 2019

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Article in Journal/Newspaper
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20

Uncertainty quantification of the multi-centennial response of the Antarctic ice sheet to climate change

by Bulthuis, Kevin, Arnst, Maarten, Sun, Sainan, Pattyn, Frank
Published in The Cryosphere (2019)

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Article in Journal/Newspaper

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