Quantum Machine Learning
290 papers from Europe PMC
Showing 25-36 of 290
Design of a hybrid quantum machine learning architecture and analysis of quantum noise effects.
Bravo-Montes JA, Martín-Toledano A, Velasco-Gallego C, Botella G, Del Barrio AA, García-Herrero F.
2026
Europe PMC
Sci Rep
Development of crow search algorithm using the characteristics of qubits and application of engineering problems.
Lee D, Lee S.
2026
Europe PMC
Sci Rep
Dissipative Realization of a Quantum Distance-Based Classifier Using Open Quantum Walks.
Maciel PL, Pleasance G, Petruccione F, Bernardes NK.
2026
Europe PMC
Entropy (Basel)
Efficient implementation of a quantum algorithm with a trapped ion qudit.
Shi X, Sinanan-Singh J, Burke TJ, Chiaverini J, Chuang IL.
2026
Europe PMC
Nat Commun
Empirical Evaluation of Quantum Kernel Learning for Sector Rotation Prediction: Using Fama–French 10 Industry Portfolios
Nakajima T.
2026
Europe PMC
Europe PMC
Error-Resilient Quantum Circuit Design of Hybrid Approximate-Exact 5:2 Compressors for Arithmetic Applications
Manda SVSAL, Alagarsamy A, Ravindran E, Hu Y, Cardarilli GC, Ko S.
2026
Europe PMC
Europe PMC
Experimental Certification of Ensembles of High-Dimensional Quantum States with Independent Quantum Devices.
Sun YN, Ma MY, Su QP, Sun Z, Yang CP, Nori F.
2026
Europe PMC
Phys Rev Lett
Exploring quantum active learning for materials design and discovery.
Lourenço MP, Zadeh-Haghighi H, Hostaš J, Naseri M, Gaur D, Simon C, Salahub DR.
2026
Europe PMC
Phys Chem Chem Phys
Fault-Injection Probing: A Causal Interpretability Framework for Quantum Machine Learning Models
Kannan¹ P, Sundaram¹ VM.
2026
Europe PMC
Europe PMC
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.
2026
Europe PMC
Europe PMC
GroverGPT: A Large Language Model with 8 Billion Parameters for Quantum Searching
Wang H, Li P, Chen M, Cheng J, Liu J, Chen T.
2026
Europe PMC
Europe PMC
HCF-QNet: A GWO-Optimized Hybrid Contrastive Quantum Neural Network for Chronic Kidney Disease Prediction
Pathak A, Singh OP.
2026
Europe PMC
Europe PMC