Quantum Machine Learning

285 papers from PubMed

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 217-228 of 285

Training the parametric interactions in an analog bosonic quantum neural network with Fock basis measurement.

Dudas J, Carles B, Gouzien E, Grollier J, Marković D

2026 PubMed Scientific reports

Transdermal needle-free drug delivery approaches and activation mechanism.

Sasikala A, Tran DT, Zhang J, Nguyen NT

2026 PubMed Materials today. Bio

TTEA: designing a quantum-ready and energy-conscious encryption model for secure IoT environments.

Abdelaal MA, Moustafa AI, Saleh H, Afifi MYI

2026 PubMed Scientific reports

UK bets big on homegrown fusion and quantum - can it lead the world?

Adam D

2026 PubMed Nature

Ultra-efficient physical field computing by complex-valued network quantization.

Geng Z, Li Z, Zhou M, Chen Z, Yuan G, Noh J, Lee S, Park C, Geng H, Li X, Jiang K, Chen MK, Rho J

2026 PubMed Nature communications

Ultra-Stable 2D Magneto-Fluorescent Probe-Mediated Multiplex Immunochromatographic Assay for Precise Bedside Detection of Sepsis.

Zhang J, Zheng S, Yi M, Li J, Wang Q, Xu Z, Qin A, Gu B, Wang C

2026 PubMed ACS nano

Ultrafast visual perception beyond human capabilities enabled by motion analysis using synaptic transistors.

Wang S, Zhao J, Pu T, Zhao L, Guo X, Cheng Y, Li C, Ma W, Tang C, Xu Z, Wang N, Occhipinti LG, Nathan A, Dahiya R, Wu H, Tao L, Gao S

2026 PubMed Nature communications

Uncertainty Calibration in Molecular Machine Learning: Comparing Evidential and Ensemble Approaches.

Garain BC, Pinheiro M Jr, Bispo MO, Barbatti M

2026 PubMed Chemistry (Weinheim an der Bergstrasse, Germany)

Uncertainty Quantification for In Silico Chemistry.

Frömbgen T, Surzhikova E, Dölz J, Proppe J, Kirchner B, Jacob CR

2026 PubMed Chemical reviews

Unraveling structure-Toxicity relationships of PFAS: Insights from quantum chemical descriptors and QSAR models.

Cheng Z, Zhou J, Peng X, Xue D, Shen Z, Chen Q, Hu X

2026 PubMed Environmental research

Urgent samples in clinical laboratories: stochastic batching to minimize patient turnaround time.

Novak A, Gnatowski A, Sucha P

2026 PubMed Health care management science

Utility of Animal Models of Pneumonia and Sepsis.

Taenaka H, Maishan M, Watanabe R, Matthay MA

2026 PubMed Clinics in chest medicine