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researcher

Alec J. Linot

13 papers hereh-index 9457 citations16 works total

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

author position
  • first author8
  • middle author5

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • physics.flu-dyn6
  • nlin.CD1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedDeep learning to discover and predict dynamics on an inertial manifold

96 citations · 285 across the 13 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.LG2020★ 96 cited

Deep learning to discover and predict dynamics on an inertial manifold

Alec J. Linot, Michael D. Graham

A data-driven framework is developed to represent chaotic dynamics on an inertial manifold (IM), and applied to solutions of the Kuramoto-Sivashinsky equation. A hybrid method comb…

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