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Sebastian Lerch

8 papers hereh-index 445 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3
  • last author4

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • stat.AP4
  • cs.LG2
  • physics.ao-ph1
  • stat.ML1
same name
  • Sebastian Lerch — 7 papers, h 27
  • Sebastian Lerch — 4 papers, h 3
  • Sebastian Lerch — 3 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedComparison of Model Output Statistics and Neural Networks to Postprocess Wind Gusts

4 citations · 6 across the 7 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2023★ 18 cited

Postprocessing of Ensemble Weather Forecasts Using Permutation-invariant Neural Networks

Kevin Höhlein, Benedikt Schulz, Rüdiger Westermann +1

Statistical postprocessing is used to translate ensembles of raw numerical weather forecasts into reliable probabilistic forecast distributions. In this study, we examine the use o…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.