Martin Outzen Berild
Publications
2024
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Berild, Martin Outzen;
Fuglstad, Geir-Arne.
(2024)
Non-stationary spatio-temporal modeling using the stochastic advection–diffusion equation.
Spatial Statistics
Academic article
2023
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Berild, Martin Outzen;
Ge, Yaolin;
Eidsvik, Jo;
Fuglstad, Geir-Arne;
Ellingsen, Ingrid Helene.
(2023)
Efficient 3D real-time adaptive AUV sampling of a river plume front.
Frontiers in Marine Science
Academic article
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Berild, Martin Outzen;
Fuglstad, Geir-Arne.
(2023)
Spatially varying anisotropy for Gaussian random fields in three-dimensional space.
Spatial Statistics
Academic article
2022
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Berild, Martin Outzen;
Martino, Sara;
Gómez-Rubio, Virgilio;
Rue, Håvard.
(2022)
Importance Sampling with the Integrated Nested Laplace Approximation.
Journal of Computational And Graphical Statistics (JCGS)
Academic article
Journal publications
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Berild, Martin Outzen;
Fuglstad, Geir-Arne.
(2024)
Non-stationary spatio-temporal modeling using the stochastic advection–diffusion equation.
Spatial Statistics
Academic article
-
Berild, Martin Outzen;
Ge, Yaolin;
Eidsvik, Jo;
Fuglstad, Geir-Arne;
Ellingsen, Ingrid Helene.
(2023)
Efficient 3D real-time adaptive AUV sampling of a river plume front.
Frontiers in Marine Science
Academic article
-
Berild, Martin Outzen;
Fuglstad, Geir-Arne.
(2023)
Spatially varying anisotropy for Gaussian random fields in three-dimensional space.
Spatial Statistics
Academic article
-
Berild, Martin Outzen;
Martino, Sara;
Gómez-Rubio, Virgilio;
Rue, Håvard.
(2022)
Importance Sampling with the Integrated Nested Laplace Approximation.
Journal of Computational And Graphical Statistics (JCGS)
Academic article
Outreach
2023
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Academic lectureFuglstad, Geir-Arne; Berild, Martin Outzen. (2023) Spatially Varying Anisotropy in Three Dimensions with Applications to Adaptive Oceanographic Sampling. NORDSTAT 2023 2023-06-19 - 2023-06-22
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Academic lectureFuglstad, Geir-Arne; Berild, Martin Outzen. (2023) Non-stationary Spatio-Temporal Modelling with Applications to Autonomous Sampling. Institute of Mathematical Statistics and Actuarial Science Colloqium , University of Bern 2023-11-03 - 2023-11-03
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Academic lectureBerild, Martin Outzen; Fuglstad, Geir-Arne; Ge, Yaolin; Eidsvik, Jo; Ellingsen, Ingrid Helene. (2023) Adaptive oceanographic sampling using surrogate models with spatially varying anisotropy in three dimensions. Elsevier Spatial Statistics 2023 , Boulder, Colorado, USA 2023-07-18 - 2023-07-21
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PosterBerild, Martin Outzen; Ge, Yaolin; Eidsvik, Jo; Fuglstad, Geir-Arne; Ellingsen, Ingrid Helene. (2023) Using a statistical surrogate model for three-dimensional adaptive sampling. University of Bern 2023 Liège Colloquium “Machine learning and data analysis in oceanography” , Bern, Sveits 2023-05-08 - 2023-05-12
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Academic lectureBerild, Martin Outzen; Fuglstad, Geir-Arne; Ge, Yaolin; Eidsvik, Jo; Ellingsen, Ingrid Helene. (2023) Adaptive ocean sampling using surrogate models with spatially varying anisotropy in three dimensions. Norwegian University of Science and technology Conference of the International Association for Mathematical Geosciences 2023 , Trondheim, Norway 2023-08-05 - 2023-08-12
2022
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Academic lectureBerild, Martin Outzen; Fuglstad, Geir-Arne. (2022) Flexible covariance structures for three-dimensional Gaussian random fields. University of Bern Gaussian Process Workshop , Bern 2022-08-23 - 2022-08-26
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Academic lectureMartino, Sara; Berild, Martin Outzen. (2022) Importance Sampling with the integrated Nested Laplace approximation. IBS 31st International Biometric Conference , Riga 2022-07-10 - 2022-07-15
2021
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Academic lectureBerild, Martin Outzen; Fuglstad, Geir-Arne. (2021) Flexible spatial covariance structures for 3D Gaussian random fields. Nordic Conference in Mathematical Statistics (NORDSTAT) , Tromsø 2021-06-21 - 2021-06-24