Quantum Machine Learning
290 papers from Europe PMC
Showing 49-60 of 290
Noisy Qubits, Hard Problems: A SystematicReview and Taxonomy of Quantum OptimizationBeyond Toy Benchmarks
Sridhara SK, Kumar KK.
2026
Europe PMC
Europe PMC
NQ-SVM: Scalable Quantum Kernel Learning via Nyström-Based Support Vector Machines
Do DT, Thudumu S, Jayaraman PP, Nguyen DT.
2026
Europe PMC
Europe PMC
On the fundamental resource for exponential advantage in quantum channel learning.
Kim M, Oh C.
2026
Europe PMC
Nat Commun
Optimal Complexity of Parameterized Quantum Circuits.
Correr GI, Azado PC, Soares-Pinto DO, Carlo GG.
2026
Europe PMC
Entropy (Basel)
Parametrized Quantum Circuit Learning for Quantum Chemical Applications.
Jones GM, Prasad VK, Fekl U, Jacobsen HA.
2026
Europe PMC
J Chem Inf Model
Performance Analysis of NIST Standardized Post-Quantum Cryptography Algorithms in Resource-Constrained IoT Environments
Toufik DM, Khaiat SB.
2026
Europe PMC
Europe PMC
Polynomially efficient quantum enabled variational Monte Carlo for training neural-network quantum states for physico-chemical applications
Sajjan M, Singh V, Kais S.
2026
Europe PMC
Europe PMC
Post-Quantum Link-based Ring Signature Model and Artificial Bee Colony (ABC) Algorithm for Effective Data Management in IoT-based Smart Cities
Shaker AA, Abduljabbar Rashid S, Al Mashhadany Y.
2026
Europe PMC
Europe PMC
Power and Limitations of Distributed Quantum State Purification.
Zhao B, Chen YA, Zhao X, Zhu C, Chiribella G, Wang X.
2026
Europe PMC
Phys Rev Lett
Pretreatment Radiation Esophagitis Prediction using Quantum Machine Learning in Esophageal Cancer Patients.
Xie C, Shen Y, He J, Guo M, Mu Y, Li L, Wang W, Dou M, Zhou Y, Zhang J, Ai Y, Jin X.
2026
Europe PMC
Int J Radiat Oncol Biol Phys
Prototype-Based Classifiers and Vector Quantization on a Quantum Computer-Implementing Integer Arithmetic Oracles for Nearest Prototype Search.
Engelsberger A, Pšeničkova M, Villmann T.
2026
Europe PMC
Entropy (Basel)
QRadX-KOA: A RadImageNet Driven Quantum Transfer Learning Framework for Kellgren–Lawrence Grading of Knee Osteoarthritis
P HGV, S N.
2026
Europe PMC
Europe PMC