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Artem A. Melnikov
Artem A. Melnikov
Other namesAr. A. Melnikov
Terra Quantum AG
Verified email at terraquantum.swiss
Title
Cited by
Cited by
Year
Hybrid quantum ResNet for car classification and its hyperparameter optimization
A Sagingalieva, M Kordzanganeh, A Kurkin, A Melnikov, D Kuhmistrov, ...
Quantum Machine Intelligence 5 (2), 38, 2023
49*2023
Quantum simulation of parity–time symmetry breaking with a superconducting quantum processor
S Dogra, AA Melnikov, GS Paraoanu
Communications Physics 4 (1), 26, 2021
462021
Practical application-specific advantage through hybrid quantum computing
M Perelshtein, A Sagingalieva, K Pinto, V Shete, A Pakhomchik, ...
arXiv preprint arXiv:2205.04858, 2022
362022
Solving Large‐Scale Linear Systems of Equations by a Quantum Hybrid Algorithm (Ann. Phys. 7/2022).
MR Perelshtein, AI Pakhomchik, AA Melnikov, AA Novikov, A Glatz, ...
Annalen der Physik 534 (7), 2022
26*2022
Quantum state preparation using tensor networks
AA Melnikov, AA Termanova, SV Dolgov, F Neukart, MR Perelshtein
Quantum Science and Technology 8 (3), 035027, 2023
252023
Tetra-AML: automatic machine learning via tensor networks
A Naumov, A Melnikov, V Abronin, F Oxanichenko, K Izmailov, M Pflitsch, ...
arXiv preprint arXiv:2303.16214, 2023
112023
Numerical solution of the incompressible Navier-Stokes equations for chemical mixers via quantum-inspired Tensor Train Finite Element Method
E Kornev, S Dolgov, K Pinto, M Pflitsch, M Perelshtein, A Melnikov
arXiv preprint arXiv:2305.10784, 2023
102023
Protein-protein docking using a tensor train black-box optimization method
D Morozov, A Melnikov, V Shete, M Perelshtein
arXiv preprint arXiv:2302.03410, 2023
82023
NISQ-compatible approximate quantum algorithm for unconstrained and constrained discrete optimization
MR Perelshtein, AI Pakhomchik, AA Melnikov, M Podobrii, A Termanova, ...
Quantum 7, 1186, 2023
72023
Optimization of chemical mixers design via tensor trains and quantum computing
N Belokonev, A Melnikov, M Podapaka, K Pinto, M Pflitsch, M Perelshtein
arXiv preprint arXiv:2304.12307, 2023
52023
Tensor Quantum Programming
A Termanova, A Melnikov, E Mamenchikov, N Belokonev, S Dolgov, ...
arXiv preprint arXiv:2403.13486, 2024
32024
TQCompressor: improving tensor decomposition methods in neural networks via permutations
V Abronin, A Naumov, D Mazur, D Bystrov, K Tsarova, A Melnikov, ...
2024 IEEE 7th International Conference on Multimedia Information Processing …, 2024
22024
Comparison between tensor networks and variational quantum classifier
G Laskaris, AA Melnikov, MR Perelshtein, R Brasher, T Baeck, F Neukart
arXiv preprint arXiv:2311.15663, 2023
22023
TetraFEM: Numerical Solution of Partial Differential Equations Using Tensor Train Finite Element Method
E Kornev, S Dolgov, M Perelshtein, A Melnikov
Mathematics 12 (20), 3277, 2024
2024
Tensor networks based quantum optimization algorithm
V Akshay, A Melnikov, A Termanova, MR Perelshtein
arXiv preprint arXiv:2404.15048, 2024
2024
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