NISQ computing: where are we and where do we go?

JWZ Lau, KH Lim, H Shrotriya, LC Kwek - AAPPS bulletin, 2022 - Springer
In this short review article, we aim to provide physicists not working within the quantum
computing community a hopefully easy-to-read introduction to the state of the art in the field …

Warm-starting and quantum computing: A systematic mapping study

F Truger, J Barzen, M Bechtold, M Beisel… - ACM Computing …, 2024 - dl.acm.org
Due to low numbers of qubits and their error-proneness, Noisy Intermediate-Scale Quantum
(NISQ) computers impose constraints on the size of quantum algorithms they can …

Encoding patterns for quantum algorithms

M Weigold, J Barzen, F Leymann… - IET Quantum …, 2021 - Wiley Online Library
As quantum computers are based on the laws of quantum mechanics, they are capable of
solving certain problems faster than their classical counterparts. However, quantum …

A survey of NISQ era hybrid quantum-classical machine learning research

G De Luca - Journal of Artificial Intelligence and Technology, 2022 - ojs.istp-press.com
Quantum computing is a rapidly growing field that has received a significant amount of
support in the past decade in industry and academia. Several physical quantum computers …

Quantum software development lifecycle

B Weder, J Barzen, F Leymann, D Vietz - Quantum Software Engineering, 2022 - Springer
This chapter discusses that the development of quantum applications typically incorporates
the development of quantum programs, classical programs, and workflows to orchestrate …

Data encoding patterns for quantum computing

M Weigold, J Barzen, F Leymann, M Salm - Proceedings of the 27th …, 2020 - dl.acm.org
Quantum computers have the potential to solve certain problems faster than classical
computers. However, loading data into a quantum computer is not trivial. To load the data, it …

Expanding data encoding patterns for quantum algorithms

M Weigold, J Barzen, F Leymann… - 2021 IEEE 18th …, 2021 - ieeexplore.ieee.org
As quantum computers are based on the laws of quantum mechanics, they are capable of
solving certain problems faster than their classical counterparts. However, often algorithms …

Hybrid quantum classical graph neural networks for particle track reconstruction

C Tüysüz, C Rieger, K Novotny, B Demirköz… - Quantum Machine …, 2021 - Springer
Abstract The Large Hadron Collider (LHC) at the European Organisation for Nuclear
Research (CERN) will be upgraded to further increase the instantaneous rate of particle …

The quantum software lifecycle

B Weder, J Barzen, F Leymann, M Salm… - Proceedings of the 1st …, 2020 - dl.acm.org
Quantum computing is an emerging paradigm that enables to solve a variety of problems
more efficiently than it is possible on classical computers. As the first quantum computers are …

Quantum puf for security and trust in quantum computing

K Phalak, A Ash-Saki, M Alam… - IEEE Journal on …, 2021 - ieeexplore.ieee.org
Quantum computing is a promising paradigm to solve computationally intractable problems.
Various companies such as, IBM, Rigetti and D-Wave offer quantum computers using a …