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Alexey Melnikov — most-cited papers & profile · Quantum Computing
← authors
·
overview
Alexey Melnikov
15
papers ·
135
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Quantum Machine Learning: from physics to software engineering
2023 · 88 citations
Practical application-specific advantage through hybrid quantum computing
2022 · 21 citations
Tensor networks for quantum computing
2025 · 12 citations
Benchmarking simulated and physical quantum processing units using quantum and hybrid algorithms
2022 · 3 citations
Hybrid quantum neural network for drug response prediction
2022 · 2 citations
Soft-Quantum Algorithms
2026
TQml Simulator: optimized simulation of quantum machine learning
2025
Superposed parameterised quantum circuits
2025
An exponentially-growing family of universal quantum circuits
2022
Information plane and compression-gnostic feedback in quantum machine learning
2024
Top co-authors
Mohammad Kordzanganeh
· 3
Mo Kordzanganeh
· 3
Artem Melnikov
· 2
Asel Sagingalieva
· 2
Basil Kyriacou
· 2
Florian Neukart
· 2
Markus Pflitsch
· 2
Michael Perelshtein
· 2
Mo Kordzanganeh
· 2
Pavel Sekatski
· 2
Valerii Vinokur
· 2
Viacheslav Kuzmin
· 2
Topics
Quantum Machine Learning
Quantum Simulation
Quantum Algorithms
quant-ph
cs.LG
Quantum Software
NISQ
cs.ET
Variational Methods
Hardware