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researcher

K. Cremanns

3 papers hereh-index 6112 citations16 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedDeep Gaussian Covariance Network

14 citations · 27 across the 3 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2023★ 12 cited

Gradient and Uncertainty Enhanced Sequential Sampling for Global Fit

Sven Lämmle, Can Bogoclu, Kevin Cremanns +1

Surrogate models based on machine learning methods have become an important part of modern engineering to replace costly computer simulations. The data used for creating a surrogat…

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