A systematic review of optimization algorithms for structural health monitoring and optimal sensor placement

S Hassani, U Dackermann - Sensors, 2023 - mdpi.com
In recent decades, structural health monitoring (SHM) has gained increased importance for
ensuring the sustainability and serviceability of large and complex structures. To design an …

The circuit design and optimization of quantum multiplier and divider

HS Li, P Fan, H Xia, GL Long - Science China Physics, Mechanics & …, 2022 - Springer
A fault-tolerant circuit is required for robust quantum computing in the presence of noise.
Clifford+ T circuits are widely used in fault-tolerant implementations. As a result, reducing T …

Quantum support vector machine based on regularized Newton method

R Zhang, J Wang, N Jiang, H Li, Z Wang - Neural Networks, 2022 - Elsevier
An elegant quantum version of least-square support vector machine, which is exponentially
faster than the classical counterpart, was given by Rebentrost et al. using the matrix …

Applying the quantum approximate optimization algorithm to the minimum vertex cover problem

YJ Zhang, XD Mu, XW Liu, XY Wang, X Zhang, K Li… - Applied Soft …, 2022 - Elsevier
The minimum vertex cover problem belongs to a NP-complete problem, which is difficult to
obtain the near-optimal solution in the polynomial time range using classical algorithms. In …

A quantum federated learning framework for classical clients

Y Song, Y Wu, S Wu, D Li, Q Wen, S Qin… - Science China Physics …, 2024 - Springer
Quantum federated learning (QFL) enables collaborative training of a quantum machine
learning (QML) model among multiple clients possessing quantum computing capabilities …

Hybrid resonance metasurface for a lithium niobate electro-optical modulator

Y Ju, H Zhou, Y Zhao, F Wang, Z Yang, X Deng, Z Wu… - Optics Letters, 2022 - opg.optica.org
Electrically tunable metasurfaces can realize two-dimensional pixelated spatial light
modulation and have a wide range of applications in optical switching, free-space …

The electro-optic spatial light modulator of lithium niobate metasurface based on plasmonic quasi-bound states in the continuum

Y Ju, H Zhou, Y Huang, Y Zhao, X Deng, Z Yang… - Nanoscale, 2023 - pubs.rsc.org
Metasurface has attracted massive interest owing to its ability to control light arbitrarily in a
wide range of applications, such as high-speed imaging, optical interconnection, and …

Quantum gradient descent algorithms for nonequilibrium steady states and linear algebraic systems

JM Liang, SJ Wei, SM Fei - Science China Physics, Mechanics & …, 2022 - Springer
The gradient descent approach is the key ingredient in variational quantum algorithms and
machine learning tasks, which is an optimization algorithm for finding a local minimum of an …

A duplication-free quantum neural network for universal approximation

X Hou, G Zhou, Q Li, S Jin, X Wang - Science China Physics, Mechanics & …, 2023 - Springer
Different from the concept of universal computation, the universality of a quantum neural
network focuses on the ability to approximate arbitrary functions and is an important …

[HTML][HTML] Iterative quantum algorithm for combinatorial optimization based on quantum gradient descent

X Yi, JC Huo, YP Gao, L Fan, R Zhang, C Cao - Results in Physics, 2024 - Elsevier
Combinatorial optimization has wide and high-value applications in many fields of science
and industry, but solving general combinatorial optimization problems is non-deterministic …