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ORCIDMohammad Kordzanganeh
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Journal Articles
- 2023
[j3]Mohammad Kordzanganeh
, Pavel Sekatski, Leonid Fedichkin, Alexey Melnikov:
An exponentially-growing family of universal quantum circuits. Mach. Learn. Sci. Technol. 4(3): 35036 (2023)- [j2]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) - [j1]Serge Rainjonneau, Igor Tokarev, Sergei Iudin, Saaketh Rayaprolu, Karan Pinto, Daria Lemtiuzhnikova, Miras Koblan, Egor Barashov, Mohammad Kordzanganeh, Markus Pflitsch, Alexey Melnikov:
Quantum Algorithms Applied to Satellite Mission Planning for Earth Observation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 7062-7075 (2023)
Informal and Other Publications
- 2025
- [i11]Viacheslav Kuzmin, Basil Kyriacou, Mateusz Papierz, Mo Kordzanganeh, Alexey Melnikov:
TQml Simulator: Optimized Simulation of Quantum Machine Learning. CoRR abs/2506.04891 (2025) - [i10]Viktoria Patapovich, Mo Kordzanganeh, Alexey Melnikov:
Superposed Parameterised Quantum Circuits. CoRR abs/2506.08749 (2025) - 2024
- [i9]Mo Kordzanganeh, Danial Keshvary, Nariman Arian:
Pixel-wise RL on Diffusion Models: Reinforcement Learning from Rich Feedback. CoRR abs/2404.04356 (2024) - [i8]Nathan Haboury, Mo Kordzanganeh, Alexey Melnikov, Pavel Sekatski:
Information plane and compression-gnostic feedback in quantum machine learning. CoRR abs/2411.02313 (2024) - 2023
- [i7]Serge Rainjonneau, Igor Tokarev, Sergei Iudin, Saaketh Rayaprolu, Karan Pinto, Daria Lemtiuzhnikova, Miras Koblan, Egor Barashov, Mohammad Kordzanganeh, Markus Pflitsch, Alexey Melnikov:
Quantum algorithms applied to satellite mission planning for Earth observation. CoRR abs/2302.07181 (2023) - [i6]Mohammad Kordzanganeh, Daria Kosichkina, Alexey Melnikov:
Parallel Hybrid Networks: an interplay between quantum and classical neural networks. CoRR abs/2303.03227 (2023) - [i5]Andrii Kurkin, Jonas Hegemann, Mohammad Kordzanganeh, Alexey Melnikov:
Forecasting the steam mass flow in a powerplant using the parallel hybrid network. CoRR abs/2307.09483 (2023) - [i4]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 abs/2307.15682 (2023) - 2022
- [i3]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) - [i2]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) - [i1]Mohammad Kordzanganeh, Pavel Sekatski, Leonid Fedichkin, Alexey Melnikov:
An exponentially-growing family of universal quantum circuits. CoRR abs/2212.00736 (2022)
Coauthor Index
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