Hybrid quantum-classical algorithms and quantum error mitigation

S Endo, Z Cai, SC Benjamin, X Yuan - Journal of the Physical …, 2021 - journals.jps.jp
Quantum computers can exploit a Hilbert space whose dimension increases exponentially
with the number of qubits. In experiment, quantum supremacy has recently been achieved …

[HTML][HTML] Machine learning in banking risk management: A literature review

M Leo, S Sharma, K Maddulety - Risks, 2019 - mdpi.com
There is an increasing influence of machine learning in business applications, with many
solutions already implemented and many more being explored. Since the global financial …

GHRS: Graph-based hybrid recommendation system with application to movie recommendation

ZZ Darban, MH Valipour - Expert Systems with Applications, 2022 - Elsevier
Research about recommender systems emerges over the last decade and comprises
valuable services to increase different companies' revenue. While most existing …

Near-term quantum computing techniques: Variational quantum algorithms, error mitigation, circuit compilation, benchmarking and classical simulation

HL Huang, XY Xu, C Guo, G Tian, SJ Wei… - Science China Physics …, 2023 - Springer
Quantum computing is a game-changing technology for global academia, research centers
and industries including computational science, mathematics, finance, pharmaceutical …

Entanglement devised barren plateau mitigation

TL Patti, K Najafi, X Gao, SF Yelin - Physical Review Research, 2021 - APS
Hybrid quantum-classical variational algorithms are one of the most propitious
implementations of quantum computing on near-term devices, offering classical machine …

[HTML][HTML] Artificial intelligence in perinatal mental health research: A sco** review

WH Kwok, Y Zhang, G Wang - Computers in Biology and Medicine, 2024 - Elsevier
ABSTRACT The intersection of Artificial Intelligence (AI) and perinatal mental health
research presents promising avenues, yet uncovers significant challenges for innovation …

[HTML][HTML] An unsupervised machine learning approach for real-time damage detection in bridges

I Bayane, J Leander, R Karoumi - Engineering Structures, 2024 - Elsevier
The bridge network is progressively aging, with an alarming proportion of bridges over 100
years. This situation engenders substantial risks to the overall reliability of transportation …

Variational quantum eigensolver with reduced circuit complexity

Y Zhang, L Cincio, CFA Negre, P Czarnik… - npj Quantum …, 2022 - nature.com
The variational quantum eigensolver (VQE) is one of the most promising algorithms to find
eigenstates of a given Hamiltonian on noisy intermediate-scale quantum devices (NISQ) …

IoT security with Deep Learning-based Intrusion Detection Systems: A systematic literature review

I Idrissi, M Azizi, O Moussaoui - 2020 Fourth international …, 2020 - ieeexplore.ieee.org
In the recent years, Internet of things (IoT) is rising increasingly to become a big research
topic due to the billions of devices dispatched around the world. These devices are …