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quant-ph2023★ 1 cited
Quantum-Enhanced Support Vector Machine for Large-Scale Stellar Classification with GPU Acceleration
Kuan-Cheng Chen, Xiaotian Xu, Henry Makhanov +2
In this study, we introduce an innovative Quantum-enhanced Support Vector Machine (QSVM) approach for stellar classification, leveraging the power of quantum computing and GPU acce…
quant-ph2023★ 1 cited
Learning Quantum Phase Estimation by Variational Quantum Circuits
Chen-Yu Liu, Chu-Hsuan Abraham Lin, Kuan-Cheng Chen
Quantum Phase Estimation (QPE) stands as a pivotal quantum computing subroutine that necessitates an inverse Quantum Fourier Transform (QFT). However, it is imperative to recognize…