46 citations · 415 across the 26 of their papers we have counts for
29 papers
Parallel in time dynamics with quantum annealers
Konrad Jałowiecki, Andrzej Więckowski, Piotr Gawron +1
Recent years have witnessed an unprecedented increase in experiments and hybrid simulations involving quantum computers. In particular, quantum annealers. Although quantum supremac…
QuantumInformation.jl---a Julia package for numerical computation in quantum information theory
Piotr Gawron, Dariusz Kurzyk, Łukasz Pawela
Numerical investigations are an important research tool in quantum information theory. There already exists a wide range of computational tools for quantum information theory imple…
Algorithm for an arbitrary-order cumulant tensor calculation in a sliding window of data streams
Krzysztof Domino, Piotr Gawron
High order cumulant tensors carry information about statistics of non-normally distributed multivariate data. In this work we present a new efficient algorithm for calculation of c…
Efficient computation of higher order cumulant tensors
Krzysztof Domino, Piotr Gawron, Łukasz Pawela
In this paper, we introduce a novel algorithm for calculating arbitrary order cumulants of multidimensional data. Since the order cumulant can be presented in the for…
Quantum image classification using principal component analysis
Mateusz Ostaszewski, Przemysław Sadowski, Piotr Gawron
We present a novel quantum algorithm for classification of images. The algorithm is constructed using principal component analysis and von Neuman quantum measurements. In order to…
Quantum Hidden Markov Models based on Transition Operation Matrices
Michał Cholewa, Piotr Gawron, Przemysław Głomb +1
In this work, we extend the idea of Quantum Markov chains [S. Gudder. Quantum Markov chains. J. Math. Phys., 49(7), 2008] in order to propose Quantum Hidden Markov Models (QHMMs).…