Quantum Machine Learning
290 papers from Europe PMC
Showing 85-96 of 290
Single-qubit graph classifier with classical feature aggregation.
Li S, Cui J, Ren J.
2026
Europe PMC
Neural Netw
Stable approach based diagonal recurrent quantum neural networks for identification of nonlinear systems.
Khalil H, Elshazly O, Shaheen O.
2026
Europe PMC
Sci Rep
Standardized quantum transistor block enables differentiable learning on gait dynamics.
Villalba-Díez J, Ordieres-Meré J.
2026
Europe PMC
Sci Rep
Superior resilience to poisoning and amenability to unlearning in quantum machine learning.
Chen YQ, Zhang SX.
2026
Europe PMC
Nat Commun
Survival prediction for bladder cancer using multimodal data with quantum neural networks and transformer architectures.
Qin Z, Zhou H, Hu Y, Xiong X, Lu J, Su H, He J.
2026
Europe PMC
Sci Rep
Systematic Literature Review of Quantum Convolutional Neural Networks and Circuit Optimization
Mukhanbet A, Trigo P, Daribayev B.
2026
Europe PMC
Europe PMC
Theoretical Guarantees of Variational Quantum Algorithm with Guiding States
Nguyen T, Kieferová M.
2026
Europe PMC
Europe PMC
Toward quantum-aware machine learning: Improved prediction of quantum dissipative dynamics via complex valued neural networks.
Atif M, Ullah A, Yang M.
2026
Europe PMC
J Chem Phys
Tracking the Catastrophic Collapse of Hybrid Exciton-Phonon Order in a Quantum Material
Hedayat H, Abdul-Aziz O, Comini D, Lang J, Bartel N, Buchhold M, Diehl S, Wolverson D, Sayers C, Cerullo G, Loosdrecht Pv.
2026
Europe PMC
Europe PMC
TunnElQNN: A Hybrid Quantum-classical Neural Network for Efficient Learning
Abbas A.
2026
Europe PMC
Europe PMC
Universal Bit-Flip Error Correction for Arbitrary-Size Data Registers Using a Single Ancilla Qubit via Similarity Propagation
Gryllakis D, Sgarbas K.
2026
Europe PMC
Europe PMC
A low-circuit-depth quantum computing approach to the nuclear shell model
Stevenson P, Sarma C.
2025
Europe PMC
Europe PMC