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researcher

Tim Janke

6 papers hereh-index 6168 citations14 works total

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

author position
  • first author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.AP2
  • cs.LG1
  • eess.SY1
  • physics.ao-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedGenerative machine learning methods for multivariate ensemble post-processing

26 citations · 55 across the 6 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023★ 20 cited

Deep Learning-enabled MCMC for Probabilistic State Estimation in District Heating Grids

Andreas Bott, Tim Janke, Florian Steinke

Flexible district heating grids form an important part of future, low-carbon energy systems. We examine probabilistic state estimation in such grids, i.e., we aim to estimate the p…

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