activity
20072024
most citedRecommendation systems with quantum k-NN and Grover's algorithms for data processing

12 citations · 26 across the 15 of their papers we have counts for

collaborators

17 papers

quant-ph2024

The Infinite-Dimensional Quantum Entropy: the Unified Entropy Case

Roman Gielerak, Joanna Wiśniewska, Marek Sawerwain

By a use of the Fredholm determinant theory, the unified quantum entropy notion has been extended to a case of infinite-dimensional systems. Some of the known (in the finite-dimens…

quant-ph2023

Variational Quantum Eigensolver for Classification in Credit Sales Risk

Joanna Wiśniewska, Marek Sawerwain

The data classification task is broadly utilized in numerous fields of science and it may be realized by different known approaches (e.g. neural networks). However, in this work, q…

quant-ph2019

Maximally entangled states of quantum systems: some numerical studies

Roman Gielerak, Marek Sawerwain

Gram matrix approach to an entanglement analysis of pure states describing -- quantum systems is being introduced. In particular, maximally entangled states are descri…

quant-ph2019

A Gramian Approach to Entanglement in Bipartite Finite Dimensional Systems: The case of pure states

Roman Gielerak, Marek Sawerwain

It has been observed that the reduced density matrices of bipartite qudit pure states possess a Gram matrix structure. This observation has opened a possibility of analysing the en…

quant-ph2018★ 12 cited

Recommendation systems with quantum k-NN and Grover's algorithms for data processing

Marek Sawerwain, Marek Wróblewski

In this article, we discuss the implementation of a quantum recommendation system that uses a quantum variant of the k-nearest neighbours algorithm and the Grover algorithm to sear…

quant-ph2018★ 1 cited

QTM: computational package using MPI protocol for quantum trajectories method

Marek Sawerwain, Joanna Wiśniewska

The Quantum Trajectories Method (QTM) is one of {the} frequently used methods for studying open quantum systems. { The main idea of this method is {the} evolution of wave functions…

quant-ph2018

Quantum Coherence Measures for Quantum Switch

Marek Sawerwain, Joanna Wiśniewska

We suppose that a structure working as a quantum switch will be a significant element of future networks realizing transmissions of quantum information. In this chapter we analyze…

quant-ph2017★ 2 cited

Quantum qubit switch: entropy and entanglement

Marek Sawerwain, Joanna Wiśniewska

The quantum entanglement is considered as one of the most important notions of quantum computing. The entanglement is a feature of quantum systems and it is used as a basis for man…

quant-ph2016

Quantum network protocol for qudits with use of quantum repeaters and Pauli Z-type operational errors

Marek Sawerwain, Joanna Wiśniewska

In this chapter a quantum communication protocol with use of repeaters is presented. The protocol is constructed for qudits i.e. the generalized quantum information units. One-dit…

cs.OH2015

FPGA-Based Bandwidth Selection for Kernel Density Estimation Using High Level Synthesis Approach

Artur Gramacki, Marek Sawerwain, Jarosław Gramacki

FPGA technology can offer significantly hi\-gher performance at much lower power consumption than is available from CPUs and GPUs in many computational problems. Unfortunately, pro…

quant-ph2015

The Entanglement Level and the Detection of Quantum Data Transfer Correctness in Short Qutrit Spin Chains

Marek Sawerwain, Joanna Wiśniewska

The quantum entanglement is an important feature of many protocols in the field of quantum computing. In this paper we evaluate a level of entanglement in short qutrit chains. This…

quant-ph2013★ 2 cited

Quantum circuits based on qutrits as a tool for solving systems of linear equations

Marek Sawerwain, Wiesław Leoński

Recently, it has been presented some algorithms and physical models which give prospects for construction of quantum computers capable to solve systems of linear equations. The com…

quant-ph2013

Transfers of entanglement qudit states in quantum networks

Marek Sawerwain, Joanna Wiśniewska

The issue of quantum states' transfer -- in particular, for so-called Perfect State Transfer (PST) -- in the networks represented by the spin chains seems to be one of the major co…

physics.comp-ph2010★ 4 cited

GPGPU based simulations for one and two dimensional quantum walks

Marek Sawerwain, Roman Gielerak

Simulations of standard 1D and 2D quantum walks have been performed within Quantum Computer Simulator (QCS system) environment and with the use of GPU supported by CUDA technology.…

quant-ph2010★ 1 cited

Twopartite, combinatorial approach to partial k-separability problem for general multipartite states

Roman Gielerak Marek Sawerwain

We describe a general methods to localize any sort of k-separability and therefore also the corresponding partial entanglement in genuinely multipartite mixed quantum states. Our m…

quant-ph2009

Sorting of quantum states with respect to amount of entanglement included

Roman Gielerak, Marek Sawerwain

The canonical Schmidt decomposition of quantum states is discussed and its implementation to the Quantum Computation Simulator is outlined. In particular, the semiorder relation in…

quant-ph2007★ 4 cited

Generalised quantum weakest preconditions

Roman Gielerak, Marek Sawerwain

Generalisation of the quantum weakest precondition result of D'Hondt and Panangaden is presented. In particular the most general notion of quantum predicate as positive operator va…