Andrii Kurkin

Leiden University — Netherlands

Computer Science · Physical Sciences

5h-index105citations13works1.02yr avg
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Research Topics

Quantum Computing Algorithms and Architecture(6), Quantum Information and Cryptography(3), Parallel Computing and Optimization Techniques(2), Advanced Neural Network Applications(1), Financial Markets and Investment Strategies(1)

Publications13 total

Variational quantum generative modeling by sampling expectation values of tunable observables
npj Quantum Information·2025Open Access
Universality and kernel-adaptive training for classically trained, quantum-deployed generative models
arXiv (Cornell University)·2025Open Access
Forecasting steam mass flow in power plants using the parallel hybrid network
Engineering Applications of Artificial Intelligence·2025· 5 citedOpen Access
Note on the Universality of Parameterized IQP Circuits with Hidden Units for Generating Probability Distributions
arXiv (Cornell University)·2025Open Access
Variational Quantum Generative Modeling by Sampling Expectation Values of Tunable Observables
arXiv (Cornell University)·2024Open Access
Hybrid quantum ResNet for car classification and its hyperparameter optimization
Quantum Machine Intelligence·2023· 39 citedOpen Access
Front Cover: Benchmarking Simulated and Physical Quantum Processing Units Using Quantum and Hybrid Algorithms (Adv. Quantum Technol. 8/2023)
Advanced Quantum Technologies·2023Open Access
A supervised hybrid quantum machine learning solution to the emergency escape routing problem
arXiv (Cornell University)·2023· 8 citedOpen Access
Forecasting steam mass flow in power plants using the parallel hybrid network
arXiv (Cornell University)·2023· 5 citedOpen Access
Benchmarking Simulated and Physical Quantum Processing Units Using Quantum and Hybrid Algorithms
Advanced Quantum Technologies·2023· 41 citedOpen Access
Benchmarking simulated and physical quantum processing units using quantum and hybrid algorithms
arXiv (Cornell University)·2022· 3 citedOpen Access
Hybrid quantum ResNet for car classification and its hyperparameter optimization
arXiv (Cornell University)·2022· 2 citedOpen Access
Some properties of maximal trace measure of quantum computer error rate
2022· 2 cited

Frequent Co-authors

Alexey Melnikov(8), Mo Kordzanganeh(5), Vedran Dunjko(4), Mohammad Kordzanganeh(3), Basil Kyriacou(3), Maxim Povolotskii(3), Wilhelm Fischer(3), W. Somogyi(3), Asel Sagingalieva(3), Markus Pflitsch(3), Kevin Shen(3), Markus Buchberger(2), Asel Sagingalieva(2), Artem Melnikov(2), Daniil Kuhmistrov(2), Andrea Skolik(2), David Von Dollen(2), Jonas Hegemann(2), Susanne Pielawa(2), Hao Wang(2)