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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 2016Show all

2 papers · 1 filter

stat.ME2016

Predictive Inference Based on Markov Chain Monte Carlo Output

Fabian Krüger, Sebastian Lerch, Thordis L. Thorarinsdottir +1

In Bayesian inference, predictive distributions are typically in the form of samples generated via Markov chain Monte Carlo (MCMC) or related algorithms. In this paper, we conduct…

stat.ME2016★ 69 cited

Combining predictive distributions for statistical post-processing of ensemble forecasts

Sándor Baran, Sebastian Lerch

Statistical post-processing techniques are now widely used to correct systematic biases and errors in calibration of ensemble forecasts obtained from multiple runs of numerical wea…

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