Quantum Machine Learning
4,009 papers
Quantum Machine Learning Research Context
This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.
Showing 469-480 of 4,009
Fingerprint Recognition of Partial Discharge Signals in Deep Learning Enhanced Rydberg Atomic Sensors
Yi-Ming Yin, Qi-Feng Wang, Yu Ma, Tian-Yu Han, Jia-Dou Nan, Zheng-Yuan Zhang, Han-Chao Chen, Xin Liu, Shi-Yao Shao, Jun Zhang, Qing Li, Ya-Jun Wang, Dong-Yang Zhu, Qiao-Qiao Fang, Chao Yu, Bang Liu, Li-Hua Zhang, Dong-Sheng Ding, Bao-Sen Shi
Finite-size resource scaling for learning quantum phase transitions with fidelity-based support vector machines
Aaqib Ali, Giovanni Scala, Cosmo Lupo, Antonio Mandarino
First-Principles Optical Descriptors and Hybrid Classical-Quantum Classification of Er-Doped CaF$_2$
David Angel Alba Bonilla, Kerem Yurtseven, Krishan Sharma, Ragunath Chandrasekharan, Muhammad Khizar, Alireza Alipour, Dennis Delali Kwesi Wayo
Fixed-Reservoir vs Variational Quantum Architectures for Chaotic Dynamics: Benchmarking QRC and QPINN on the Lorenz System
Tushar Pandey
Flexible Framework for Surface Hopping: From Hybrid Schemes for Machine Learning to Benchmarkable Nonadiabatic Dynamics.
Martinka J, Martyka M, Medhi B, Pittner J, Dral PO
Fog-Quant: A quantum computing inspired framework for fog computing deployment over 6G radio access networks
Shabir Ali, Dhirendra Kumar Shukla, Arvind Dagur, Akhilesh Kumar, Nitin Shukla, Sambit Satpathy
Forecasting quantum observables: A compressed sensing approach with performance guarantees
Anonymous
Formulating Subgroup Discovery as a Quantum Optimization Problem for Network Security
Samuel Spell, Chi-Ren Shyu
Foundation models for atomistic simulation of chemistry and materials.
Yuan EC, Liu Y, Chen J, Zhong P, Raja S, Kreiman T, Vargas S, Xu W, Head-Gordon M, Yang C, Blau SM, Cheng B, Krishnapriyan A, Head-Gordon T
Foundations of Practical Quantum Advantage in Quantum-Informed Machine Learning for Predicting Chaos
Maida Wang, Xiao Xue, Minh Chung, Peter V. Coveney
Fourier Analysis of Parameterized Quantum Circuits and the Barren Plateau Problem
Shun Okumura, Masayuki Ohzeki
FPGA Based Quantum Circuit Simulator: Processing 30 Qubit Systems
Ali NAN, Tiwari ATA, khan NkN, Mazhar IMI, Islur KIK, Gupta HGH, kumar SkS, Tyagi PTP.