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M. Katzfuss

5 papers hereh-index 242.8k citations69 works total

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

author position
  • middle author1
  • last author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.CO2
  • cs.LG1
  • stat.ME1
  • stat.ML1
same name
  • M. Katzfuss — 1 paper, h 1

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

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2026

Scalable generative modeling of non-Gaussian spatio-temporal fields via autoregressive Gaussian processes

Carrie J. Lei-Cramer, Jian Cao, Matthias Katzfuss

Generative modeling of spatio-temporal fields is crucial for a variety of applications, including stochastic weather generators and climate-model surrogates. However, many such fie…

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