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researcher

A. Kaptanoglu

28 papers hereh-index 12793 citations43 works total

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

author position
  • first author13
  • middle author10
  • last author3

Across the 26 of 28 papers where every author was matched, so the position is known.

fields
  • physics.plasm-ph21
  • physics.comp-ph3
  • physics.flu-dyn2
  • cs.LG1
  • eess.SY1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedPySINDy: A comprehensive Python package for robust sparse system identification

195 citations · 419 across the 28 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023★ 1 cited

Benchmarking sparse system identification with low-dimensional chaos

Alan A. Kaptanoglu, Lanyue Zhang, Zachary G. Nicolaou +2

Sparse system identification is the data-driven process of obtaining parsimonious differential equations that describe the evolution of a dynamical system, balancing model complexi…

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