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researcher

K. Tiels

27 papers hereh-index 171.4k citations83 works total

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

author position
  • first author2
  • middle author24
  • last author1

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • eess.SY21
  • cs.LG4
  • physics.flu-dyn1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedIdentification of block-oriented nonlinear systems starting from linear approximations: A survey

237 citations · 553 across the 25 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

physics.flu-dyn2020★ 8 cited

A nonlinear model of vortex-induced forces on an oscillating cylinder in a fluid flow

Jan Decuyper, Tim De Troyer, Koen Tiels +2

A nonlinear model relating the imposed motion of a circular cylinder, submerged in a fluid flow, to the transverse force coefficient is presented. The nonlinear fluid system, featu…

eess.SY2020★ 24 cited

Retrieving highly structured models starting from black-box nonlinear state-space models using polynomial decoupling

Jan Decuyper, Koen Tiels, Mark C. Runacres +1

Nonlinear state-space modelling is a very powerful black-box modelling approach. However powerful, the resulting models tend to be complex, described by a large number of parameter…

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