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Asel Sagingalieva
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 10
Top Topics
Quantum Computing
Neural Network
Complex Shapes
Forecast Models
Top Venues
CoRR
Quantum Mach. Intell.
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Publications
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Matvei Anoshin
,
Asel Sagingalieva
,
Christopher Mansell
,
Vishal Shete
,
Markus Pflitsch
,
Alexey Melnikov
Hybrid quantum cycle generative adversarial network for small molecule generation.
CoRR
(2024)
Arsenii Senokosov
,
Alexander Sedykh
,
Asel Sagingalieva
,
Alexey Melnikov
Quantum machine learning for image classification.
CoRR
(2023)
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
(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)
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
(2023)
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
(2023)
Asel Sagingalieva
,
Mohammad Kordzanganeh
,
Nurbolat Kenbayev
,
Daria Kosichkina
,
Tatiana Tomashuk
,
Alexey Melnikov
Hybrid quantum neural network for drug response prediction.
CoRR
(2022)
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)
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
(2022)