Search Results for author: Alexander Alodjants

Found 3 papers, 0 papers with code

Quantum walk processes in quantum devices

no code implementations28 Dec 2020 Anandu Kalleri Madhu, Alexey A. Melnikov, Leonid E. Fedichkin, Alexander Alodjants, Ray-Kuang Lee

A mapping from a graph space to quantum register space is provided, and simulations on IBM Q quantum computer are performed.

Quantum Physics

Machine learning transfer efficiencies for noisy quantum walks

no code implementations15 Jan 2020 Alexey A. Melnikov, Leonid E. Fedichkin, Ray-Kuang Lee, Alexander Alodjants

Quantum effects are known to provide an advantage in particle transfer across networks.

Predicting quantum advantage by quantum walk with convolutional neural networks

no code implementations30 Jan 2019 Alexey A. Melnikov, Leonid E. Fedichkin, Alexander Alodjants

Quantum walks on graphs are fundamentally different from classical random walks analogs, in particular, they walk faster than classical ones on certain graphs, enabling in these cases quantum algorithmic applications and quantum-enhanced energy transfer.

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