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Sebastian Lerch

23 papers hereh-index 272.5k citations53 works total

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

author position
  • first author5
  • middle author7
  • last author11

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • stat.AP7
  • stat.ME4
  • stat.ML4
  • physics.ao-ph3
  • astro-ph.IM1
  • cs.LG1
same name
  • Sebastian Lerch — 10 papers, h 4
  • 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
20132023
most citedNeural networks for post-processing ensemble weather forecasts

536 citations · 1.5k across the 20 of their papers we have counts for

collaborators
Showing 2013Show all

1 paper · 1 filter

stat.AP2013★ 120 cited

Comparison of nonhomogeneous regression models for probabilistic wind speed forecasting

Sebastian Lerch, Thordis L. Thorarinsdottir

In weather forecasting, nonhomogeneous regression is used to statistically postprocess forecast ensembles in order to obtain calibrated predictive distributions. For wind speed for…

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