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researcher

Anna V. Kaluzhnaya

15 papers hereh-index 10436 citations43 works total

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

author position
  • middle author4
  • last author11

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.NE5
  • stat.ML2
  • cs.AI1
  • cs.OH1
  • physics.ao-ph1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedAutomated Evolutionary Approach for the Design of Composite Machine Learning Pipelines

80 citations · 183 across the 13 of their papers we have counts for

collaborators
Showing 2022 · cs.NEShow all

2 papers · 2 filters

cs.NE2022★ 9 cited

Generative Design of Physical Objects using Modular Framework

Nikita O. Starodubcev, Nikolay O. Nikitin, Konstantin G. Gavaza +3

In recent years generative design techniques have become firmly established in numerous applied fields, especially in engineering. These methods are demonstrating intensive growth…

cs.NE2022★ 4 cited

Surrogate-Assisted Evolutionary Generative Design Of Breakwaters Using Deep Convolutional Networks

Nikita O. Starodubcev, Nikolay O. Nikitin, Anna V. Kalyuzhnaya

In the paper, a multi-objective evolutionary surrogate-assisted approach for the fast and effective generative design of coastal breakwaters is proposed. To approximate the computa…

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