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researcher

S. Lanthaler

24 papers hereh-index 222.1k citations67 works total

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

author position
  • sole author3
  • first author11
  • middle author7
  • last author2

Across the 23 of 24 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • math.NA9
  • math.AP3
  • cs.NE1
  • physics.optics1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20142025
most citedOn universal approximation and error bounds for Fourier Neural Operators

34 citations · 162 across the 24 of their papers we have counts for

collaborators
Showing cs.NEShow all

1 paper · 1 filter

cs.NE2023★ 2 cited

Neural Oscillators are Universal

Samuel Lanthaler, T. Konstantin Rusch, Siddhartha Mishra

Coupled oscillators are being increasingly used as the basis of machine learning (ML) architectures, for instance in sequence modeling, graph representation learning and in physica…

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