431 citations
- Goethe University FrankfurtDE6 papers
- University of BonnDE5 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- European Centre for Medium-Range Weather ForecastsGB3 papers
- Pulkovo ObservatoryRU3 papers
- University of ReadingGB3 papers
- Central Statistical OfficeZM2 papers
- Centre National de Recherches MétéorologiquesFR2 papers
- ETH ZurichCH2 papers
- Finnish Meteorological InstituteFI2 papers
- Humboldt-Universität zu BerlinDE2 papers
- Johannes Gutenberg University MainzDE2 papers
Showing 2018Show all
3 papers · 1 filter
cs.LG2018
The Error is the Feature: how to Forecast Lightning using a Model Prediction Error
Christian Schön, Jens Dittrich, Richard Müller
Despite the progress within the last decades, weather forecasting is still a challenging and computationally expensive task. Current satellite-based approaches to predict thunderst…
math.NA2018★ 24 cited
Beyond the Bakushinskii veto: Regularising linear inverse problems without knowing the noise distribution
Bastian Harrach, Tim Jahn, Roland Potthast
This article deals with the solution of linear ill-posed equations in Hilbert spaces. Often, one only has a corrupted measurement of the right hand side at hand and the Bakushinski…
stat.AP2018★ 1 cited
Particle filters for high-dimensional geoscience applications: a review
Peter Jan van Leeuwen, Hans R. Künsch, Lars Nerger +2
Particle filters contain the promise of fully nonlinear data assimilation. They have been applied in numerous science areas, but their application to the geosciences has been limit…