175 citations · 1k across the 41 of their papers we have counts for
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Quantum-enhanced policy iteration on the example of a mountain car
Egor E. Nuzhin, Dmitry Yudin
Advances in the experimental demonstration of quantum processors have provoked a surge of interest in the idea of practical implementation of quantum computing over last years. It…
Tensor train optimization of parametrized quantum circuits
Georgii Paradezhenko, Anastasiia Pervishko, Dmitry Yudin
We examine a particular realization of derivative-free method as implemented on tensor train based optimization to the variational quantum eigensolver. As an example, we consider p…
Quantum-machine-learning channel discrimination
Andrey Kardashin, Anna Vlasova, Anastasiia Pervishko +2
In the problem of quantum channel discrimination, one distinguishes between a given number of quantum channels, which is done by sending an input state through a channel and measur…
Numerical hardware-efficient variational quantum simulation of a soliton solution
Andrey Kardashin, Anastasiia Pervishko, Jacob Biamonte +1
Implementing variational quantum algorithms with noisy intermediate-scale quantum machines of up to a hundred qubits is nowadays considered as one of the most promising routes towa…
Certified variational quantum algorithms for eigenstate preparation
Andrey Kardashin, Alexey Uvarov, Dmitry Yudin +1
Solutions to many-body problem instances often involve an intractable number of degrees of freedom and admit no known approximations in general form. In practice, representing quan…
Variational Quantum Eigensolver for Frustrated Quantum Systems
Alexey Uvarov, Jacob Biamonte, Dmitry Yudin
Hybrid quantum-classical algorithms have been proposed as a potentially viable application of quantum computers. A particular example - the variational quantum eigensolver, or VQE…
Experimental neural network enhanced quantum tomography
Adriano Macarone Palmieri, Egor Kovlakov, Federico Bianchi +4
Quantum tomography is currently ubiquitous for testing any implementation of a quantum information processing device. Various sophisticated procedures for state and process reconst…