Andrii Kurkin

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 5

Top Topics

Origin Destination

Hybrid Algorithms

Routing Problem

Classification Rules

Top Venues

Quantum Mach. Intell.

Publications

Nathan Haboury, Mohammad Kordzanganeh, Sebastian Schmitt, Ayush Joshi, Igor Tokarev, Lukas Abdallah, Andrii Kurkin, Basil Kyriacou, Alexey Melnikov
A supervised hybrid quantum machine learning solution to the emergency escape routing problem. CoRR (2023)
Andrii Kurkin, Jonas Hegemann, Mohammad Kordzanganeh, Alexey Melnikov
Forecasting the steam mass flow in a powerplant using the parallel hybrid network. CoRR (2023)
Asel Sagingalieva, Mohammad Kordzanganeh, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Perelshtein, Alexey Melnikov, Andrea Skolik, David Von Dollen
Hybrid quantum ResNet for car classification and its hyperparameter optimization. Quantum Mach. Intell. 5 (2) (2023)
Asel Sagingalieva, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Perelshtein, Alexey Melnikov, Andrea Skolik, David Von Dollen
Hyperparameter optimization of hybrid quantum neural networks for car classification. CoRR (2022)
Mohammad Kordzanganeh, Markus Buchberger, Maxim Povolotskii, Wilhelm Fischer, Andrii Kurkin, Wilfrid Somogyi, Asel Sagingalieva, Markus Pflitsch, Alexey Melnikov
Benchmarking simulated and physical quantum processing units using quantum and hybrid algorithms. CoRR (2022)