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Alexey Melnikov — most-cited papers & profile · Reinforcement Learning
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Alexey Melnikov
10
papers ·
23
citations
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Semantic Scholar ↗
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Most-cited papers
A supervised hybrid quantum machine learning solution to the emergency escape routing problem
2023 · 10 citations
Quantum machine learning for image classification
2023 · 9 citations
Multi-stream physics hybrid networks for solving Navier-Stokes equations
2025 · 3 citations
Hybrid quantum recurrent neural network for remaining useful life prediction
2025 · 1 citations
Top co-authors
Basil Kyriacou
· 1
Maniraman Periyasamy
· 1
Viktoria Patapovich
· 1
Topics
Quantum Machine Learning
Quantum Simulation
Quantum Algorithms
Physics ML
Math & Equations
cs.LG
cs.NE
Domain — Energy/Weather
NISQ
Quantum Software