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Journal Articles
- 2024
[j2]Arsenii Senokosov
, Alexander Sedykh, Asel Sagingalieva, Basil Kyriacou, Alexey Melnikov:
Quantum machine learning for image classification. Mach. Learn. Sci. Technol. 5(1): 15040 (2024)- 2023
- [j1]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): 1-15 (2023)
Informal and Other Publications
- 2024
- [i9]Matvei Anoshin, Asel Sagingalieva, Christopher Mansell, Vishal Shete, Markus Pflitsch, Alexey Melnikov:
Hybrid quantum cycle generative adversarial network for small molecule generation. CoRR abs/2402.00014 (2024) - 2023
- [i8]Arsenii Senokosov, Alexander Sedykh, Asel Sagingalieva, Alexey Melnikov:
Quantum machine learning for image classification. CoRR abs/2304.09224 (2023) - [i7]Alexander Sedykh, Maninadh Podapaka, Asel Sagingalieva, Nikita Smertyak, Karan Pinto, Markus Pflitsch, Alexey Melnikov:
Quantum physics-informed neural networks for simulating computational fluid dynamics in complex shapes. CoRR abs/2304.11247 (2023) - [i6]Luca Lusnig, Asel Sagingalieva, Mikhail Surmach, Tatjana Protasevich, Ovidiu Michiu, Joseph McLoughlin, Christopher Mansell, Graziano de' Petris, Deborah Bonazza, Fabrizio Zanconati, Alexey Melnikov, Fabio Cavalli:
Hybrid quantum image classification and federated learning for hepatic steatosis diagnosis. CoRR abs/2311.02402 (2023) - [i5]Asel Sagingalieva, Stefan Komornyik, Arsenii Senokosov, Ayush Joshi, Alexander Sedykh, Christopher Mansell, Olga Tsurkan, Karan Pinto, Markus Pflitsch, Alexey Melnikov:
Photovoltaic power forecasting using quantum machine learning. CoRR abs/2312.16379 (2023) - 2022
- [i4]Michael Perelshtein, Asel Sagingalieva, Karan Pinto, Vishal Shete, Alexey I. Pakhomchik, Artem Melnikov, Florian Neukart, Georg Gesek, Alexey Melnikov, Valerii M. Vinokur:
Practical application-specific advantage through hybrid quantum computing. CoRR abs/2205.04858 (2022) - [i3]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 abs/2205.04878 (2022) - [i2]Asel Sagingalieva, Mohammad Kordzanganeh, Nurbolat Kenbayev, Daria Kosichkina, Tatiana Tomashuk, Alexey Melnikov:
Hybrid quantum neural network for drug response prediction. CoRR abs/2211.05777 (2022) - [i1]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 abs/2211.15631 (2022)
Coauthor Index
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