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I. Kavrakov

11 papers hereh-index 13498 citations33 works total

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

author position
  • first author4
  • middle author7

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • physics.flu-dyn4
  • math.NA1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedData-driven Aerodynamic Analysis of Structures using Gaussian Processes

23 citations · 82 across the 11 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

physics.flu-dyn2021★ 9 cited

Numerical investigation of the nonlinear interaction between the sinusoidal motion-induced and gust-induced forces acting on bridge decks

Samuel Tesfaye, Igor Kavrakov, Guido Morgenthal

With the increasing spans and complex deck shapes, aerodynamic nonlinearity becomes a crucial concern in the design of long-span bridges. This paper investigates the nonlinear inte…

physics.flu-dyn2021★ 23 cited

Data-driven Aerodynamic Analysis of Structures using Gaussian Processes

Igor Kavrakov, Allan McRobie, Guido Morgenthal

An abundant amount of data gathered during wind tunnel testing and health monitoring of structures inspires the use of machine learning methods to replicate the wind forces. This p…

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