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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 2024 · math.NAShow all

1 paper · 2 filters

math.NA2024

Discretization Error of Fourier Neural Operators

Samuel Lanthaler, Andrew M. Stuart, Margaret Trautner

Operator learning is a variant of machine learning that is designed to approximate maps between function spaces from data. The Fourier Neural Operator (FNO) is one of the main mode…

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