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Showing 2024 · quant-phShow all
3 papers · 2 filters
quant-ph2024★ 4 cited
Quantum machine learning for multiclass classification beyond kernel methods
Chao Ding, Shi Wang, Yaonan Wang +1
Quantum machine learning is considered one of the current research fields with immense potential. In recent years, Havlíček et al. [Nature 567, 209-212 (2019)] have proposed a quan…
quant-ph2024★ 4 cited
Quantum Adjoint Convolutional Layers for Effective Data Representation
Ren-Xin Zhao, Shi Wang, Yaonan Wang
Quantum Convolutional Layer (QCL) is considered as one of the core of Quantum Convolutional Neural Networks (QCNNs) due to its efficient data feature extraction capability. However…
quant-ph2024★ 77 cited
Observation of quantum strong Mpemba effect
Jie Zhang, Gang Xia, Chun-Wang Wu +10
An ancient and counterintuitive phenomenon know as the Mpemba effect (water can cool faster when initially heated up) showcases the critical role of initial conditions in relaxatio…