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researcher

I. Roth

12 papers hereh-index 191.6k citations44 works total

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

author position
  • first author2
  • middle author9
  • last author1

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.IT6
  • quant-ph5
  • math.NA1
same name
  • I. Roth — 76 papers
  • I. Roth — 45 papers
  • I. Roth — 17 papers
  • I. Roth — 7 papers
  • I. Roth — 3 papers
  • I. Roth — 2 papers

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

activity
20182022
most citedTensor network approaches for learning non-linear dynamical laws

11 citations · 15 across the 4 of their papers we have counts for

collaborators
Showing math.NAShow all

1 paper · 1 filter

math.NA2020★ 11 cited

Tensor network approaches for learning non-linear dynamical laws

A. Goeßmann, M. Götte, I. Roth +3

Given observations of a physical system, identifying the underlying non-linear governing equation is a fundamental task, necessary both for gaining understanding and generating det…

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