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S. Walton

1 paper here

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

author position
  • first author1

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

fields
  • math.NA1
same name
  • S. Walton — 3 papers, h 7
  • S. Walton — 1 paper, h 10
  • S. Walton — 1 paper, h 4
  • S. Walton — 1 paper, h 5
  • S. Walton — 1 paper
  • S. Walton — 1 paper

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 citedA Deep Learning Approximation of Non-Stationary Solutions to Wave Kinetic Equations

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

collaborators

1 paper

math.NA2022★ 1 cited

A Deep Learning Approximation of Non-Stationary Solutions to Wave Kinetic Equations

Steven Walton, Minh-Binh Tran, Alain Bensoussan

We present a deep learning approximation, stochastic optimization based, method for wave kinetic equations. To build confidence in our approach, we apply the method to a Smoluchows…

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