Quantum Machine Learning
290 papers from Europe PMC
Showing 109-120 of 290
qcMol: a large-scale dataset of 1.2 million molecules with high-quality quantum chemical annotations for molecular representation learning
Gong H, Wang H, Zhang Z.
2025
Europe PMC
Europe PMC
Quantum advantage for learning shallow neural networks with natural data distributions.
Lewis L, Gilboa D, McClean JR.
2025
Europe PMC
Nat Commun
Quantum Interaction Manifolds for Cancer Genomics: A Theoretical Framework and Proof-of-Concept Quantum Machine Learning for Early Diagnosis and Drug Response Modeling
Ghayour P.
2025
Europe PMC
Europe PMC
Quantum Neural Network Realization of XOR on a Desktop Quantum Computer
Teo TH, Lin Q, Fu Y.
2025
Europe PMC
Europe PMC
Quantum State-Space Machines: A Channel-Based Framework for Learning, Memory, and Quantum Advantage
Ghayour P.
2025
Europe PMC
Europe PMC
Quantum-enhanced hybrid deep reinforcement learning for real-time volleyball tactical decision making.
Cai N, Zhao M, Ke Y, Liu X.
2025
Europe PMC
Sci Rep
Resource-efficient quantum correlation measurements via multicopy neural network methods.
Tulewicz P, Bartkiewicz K, Miranowicz A, Nori F.
2025
Europe PMC
Sci Rep
Robust evaluation of classical and quantum machine learning under noise, imbalance, feature reduction and explainability.
Sheoran SK, Yadav V, Sheoran RK.
2025
Europe PMC
Sci Rep
Toward Scalable Quantum Compilation for Modular Architecture: Qubit Mapping and Reuse via Deep Reinforcement Learning
Sang S, Hour L, Han Y.
2025
Europe PMC
Europe PMC
Variational quantum generative modeling by sampling expectation values of tunable observables.
Shen K, Kurkin A, Pérez-Salinas A, Shishenina E, Dunjko V, Wang H.
2025
Europe PMC
npj Quantum Inf
Variational Quantum RNS Comparator: A Cluster-Inspired Quantum Machine Learning Architecture for Residue Number Systems
Ghayour P.
2025
Europe PMC
Europe PMC
A quantum computing measurement and control system with an FPGA-based scheduling system.
Liu Y, Li Y.
2024
Europe PMC
Rev Sci Instrum