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Katharina Baum

2 papers hereh-index 10423 citations32 works total

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

author position
  • last author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.SI1
same name
  • Katharina Baum — 1 paper, h 4

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

most citedSimbaML: Connecting Mechanistic Models and Machine Learning with Augmented Data

2 citations · 2 across the 1 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023★ 2 cited

SimbaML: Connecting Mechanistic Models and Machine Learning with Augmented Data

Maximilian Kleissl, Lukas Drews, Benedict B. Heyder +5

Training sophisticated machine learning (ML) models requires large datasets that are difficult or expensive to collect for many applications. If prior knowledge about system dynami…

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