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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 2015Show all

3 papers · 1 filter

stat.ME2015

Forecaster's Dilemma: Extreme Events and Forecast Evaluation

Sebastian Lerch, Thordis L. Thorarinsdottir, Francesco Ravazzolo +1

In public discussions of the quality of forecasts, attention typically focuses on the predictive performance in cases of extreme events. However, the restriction of conventional fo…

stat.AP2015★ 48 cited

Similarity-based semi-local estimation of EMOS models

Sebastian Lerch, Sandor Baran

Weather forecasts are typically given in the form of forecast ensembles obtained from multiple runs of numerical weather prediction models with varying initial conditions and physi…

stat.AP2015★ 67 cited

Mixture EMOS model for calibrating ensemble forecasts of wind speed

Sándor Baran, Sebastian Lerch

Ensemble model output statistics (EMOS) is a statistical tool for post-processing forecast ensembles of weather variables obtained from multiple runs of numerical weather predictio…

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