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researcher

A. Melnikov

5 papers hereh-index 10248 citations12 works total

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

author position
  • middle author3
  • last author1

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • quant-ph3
  • cond-mat.mtrl-sci1
  • cs.LG1
same name
  • A. Melnikov — 13 papers, h 11
  • A. Melnikov — 11 papers, h 23
  • A. Melnikov — 6 papers, h 10
  • A. Melnikov — 6 papers, h 6
  • A. Melnikov — 6 papers, h 6
  • A. Melnikov — 5 papers, h 24

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

activity
20232026
most citedMulti-objective optimization and quantum hybridization of equivariant deep learning interatomic potentials

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing quant-phShow all

3 papers · 1 filter

quant-ph2025

Tensor networks for quantum computing

Aleksandr Berezutskii, Minzhao Liu, Atithi Acharya +25

In the rapidly evolving field of quantum computing, tensor networks serve as an important tool due to their multifaceted utility. In this paper, we review the diverse applications…

quant-ph2024

Tensor Quantum Programming

A. Termanova, Ar. Melnikov, E. Mamenchikov +6

Running quantum algorithms often involves implementing complex quantum circuits with such a large number of multi-qubit gates that the challenge of tackling practical applications…

quant-ph2023

Comparison between Tensor Networks and Variational Quantum Classifier

Georgios Laskaris, Artem A. Melnikov, Michael R. Perelshtein +3

The primary objective of this paper is to conduct a comparative analysis between two Machine Learning approaches: Tensor Networks (TN) and Variational Quantum Classifiers (VQC). Wh…

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