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researcher

Alexey Melnikov

4 papers here

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

author position
  • last author3

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • quant-ph3
  • cs.LG1
ORCID 0000-0002-5033-4063
same name
  • Alexey Melnikov — 9 papers, h 4
  • Alexey Melnikov — 8 papers, h 5
  • Alexey Melnikov — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedPredicting quantum advantage by quantum walk with convolutional neural networks

42 citations · 42 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025

Hybrid quantum recurrent neural network for remaining useful life prediction of turbofan engines

Olga Tsurkan, Aleksandra Konstantinova, Arsenii Senokosov +2

Accurate remaining useful life (RUL) estimation underpins safe operation and cost-effective maintenance of aerospace propulsion systems. We propose a Hybrid Quantum Recurrent Neura…

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