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20 Publications visible to you, out of a total of 20

Deep learning for postprocessing global probabilistic forecasts on subseasonal time scales

Computational Statistics

Abstract

Not specified

Authors: Nina Horat, Sebastian Lerch

Date Published: 1st Mar 2024

Publication Type: Journal

DOI: 10.1175/MWR-D-23-0150.1

Citation: Monthly Weather Review, 152(3):667–687

Created: 26th Mar 2024 at 08:51, Last updated: 26th Mar 2024 at 08:52

Non-crossing quantile regression neural network as a calibration tool for ensemble weather forecasts

Computational Statistics

Abstract

Not specified

Authors: Mengmeng Song, Dazhi Yang, Sebastian Lerch, Xiang’ao Xia, Gokhan Mert Yagli, Jamie M. Bright, Yanbo Shen, Bai Liu, Xingli Liu, Martin János Mayer

Date Published: 1st Mar 2024

Publication Type: Journal

DOI: 10.1007/s00376-023-3184-5

Citation: Advances in Atmospheric Sciences, 1–21

Created: 26th Mar 2024 at 08:57, Last updated: 8th Apr 2024 at 11:41

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

Direction augmentation in the evaluation of armed conflict predictions

Computational Statistics

Abstract

Not specified

Authors: Johannes Bracher, Lotta Rüter, Fabian Krüger, Sebastian Lerch, Melanie Schienle

Date Published: 19th Sep 2023

Publication Type: Journal

DOI: 10.1080/03050629.2023.2255923

Citation: International Interactions, 49(6):989–1004

Created: 19th Feb 2024 at 11:10, Last updated: 5th Mar 2024 at 21:25

Model diagnostics and forecast evaluation for quantiles

Computational Statistics

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Abstract

Not specified

Authors: Tilmann Gneiting, Daniel Wolffram, Johannes Resin, Kristof Kraus, Johannes Bracher, Timo Dimitriadis, Veit Hagenmeyer, Alexander I. Jordan, Sebastian Lerch, Kaleb Phipps, Melanie Schienle

Date Published: 10th Mar 2023

Publication Type: Journal

DOI: 10.1146/annurev-statistics-032921-020240

Citation: Annual Review of Statistics and Its Application, 10:597–621

Created: 4th Nov 2022 at 10:40, Last updated: 8th Mar 2024 at 13:52

Probabilistic solar forecasting: Benchmarks, post-processing, verification

Computational Statistics

Abstract

Not specified

Authors: Tilmann Gneiting, Sebastian Lerch, Benedikt Schulz

Date Published: 1st Mar 2023

Publication Type: Journal

DOI: 10.1016/j.solener.2022.12.054

Citation: Solar Energy, 252:72–80

Created: 2nd Feb 2023 at 11:30, Last updated: 8th Mar 2024 at 13:53

Machine learning methods for postprocessing ensemble forecasts of wind gusts: A systematic comparison

Computational Statistics

Abstract

Not specified

Authors: Benedikt Schulz, Sebastian Lerch

Date Published: 2022

Publication Type: Journal

DOI: 10.1175/MWR-D-21-0150.1

Citation: Monthly Weather Review, 150(1):235–257

Created: 10th Dec 2021 at 12:58, Last updated: 5th Mar 2024 at 21:24

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