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123 Publications visible to you, out of a total of 123

Easy uncertainty quantification (EasyUQ): Generating predictive distributions from single-valued model output

Computational Statistics

Abstract

Not specified

Authors: Eva-Maria Walz, Alexander Henzi, Johanna Ziegel, Tilmann Gneiting

Date Published: 8th Feb 2024

Publication Type: Journal

DOI: 10.1137/22M1541915

Citation: SIAM Review, 66(1):91–122

Created: 8th Feb 2024 at 11:31, Last updated: 8th Mar 2024 at 13:07

Learning to forecast: The Probabilistic Time Series Forecasting Challenge

Computational Statistics

Abstract

Not specified

Authors: Johannes Bracher, Nils Koster, Fabian Krüger, Sebastian Lerch

Date Published: 1st Feb 2024

Publication Type: Journal

DOI: 10.1080/00031305.2023.2199800

Citation: The American Statistician, 78(1):115–127

Created: 12th May 2023 at 11:43, Last updated: 8th Mar 2024 at 13:36

Comparative evaluation of point process forecasts

Computational Statistics

Abstract

Not specified

Authors: Jonas R. Brehmer, Tilmann Gneiting, Marcus Herrmann, Warner Marzocchi, Martin Schlather, Kirstin Strokorb

Date Published: 1st Feb 2024

Publication Type: Journal

DOI: 10.1007/s10463-023-00875-5

Citation: Annals of the Institute of Statistical Mathematics, 76:47–71

Created: 14th Aug 2023 at 10:37, Last updated: 8th Mar 2024 at 13:46

Scalable stellar evolution forecasting — Deep learning emulation versus hierarchical nearest-neighbor interpolation

Computational Statistics

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Abstract

Not specified

Authors: K. Maltsev, F. R. N. Schneider, F. K. Röpke, A. I. Jordan, G. A. Qadir, W. E. Kerzendorf, K. Riedmiller, P. van der Smagt

Date Published: 19th Jan 2024

Publication Type: Journal

DOI: 10.1051/0004-6361/202347118

Citation: Astronomy & Astrophysics, 681:A86

Created: 25th Feb 2025 at 15:10, Last updated: 25th Feb 2025 at 15:11

Decompositions of the mean continuous ranked probability score

Computational Statistics

Abstract

Not specified

Authors: Sebastian Arnold, Eva-Maria Walz, Johanna Ziegel, Tilmann Gneiting

Date Published: 2024

Publication Type: Journal

DOI: 10.1214/24-EJS2316

Citation: Electronic Journal of Statistics, 18(2):4992–5044

Created: 29th Nov 2024 at 11:07

Postprocessing of ensemble weather forecasts using permutation-invariant neural networks

Computational Statistics

Abstract

Not specified

Authors: Kevin Höhlein, Benedikt Schulz, Rüdiger Westermann, Sebastian Lerch

Date Published: 2024

Publication Type: Journal

DOI: 10.1175/AIES-D-23-0070.1

Citation: Artificial Intelligence for the Earth Systems, 3(1):e230070

Created: 2nd Dec 2024 at 14:44, Last updated: 2nd Dec 2024 at 14:44

Automatic miscalibration diagnosis: Interpreting probability integral transform (PIT) histograms

Computational Statistics

Abstract

Not specified

Authors: Ondřej Podsztavek, Alexander I. Jordan, Pavel Tvrdík, Kai L. Polsterer

Date Published: 2024

Publication Type: Journal

DOI: 10.14428/esann/2024.ES2024-15

Citation: ESANN 2024 proceedings,137–142

Created: 25th Feb 2025 at 15:02, Last updated: 25th Feb 2025 at 15:03

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