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 157-168 of 285

Proline-Based Structural Rules for Predicting Prolyl Endopeptidase Inhibitory Peptides from Food Proteins: In Vitro Validation and Multiscale Computational Characterization.

Huang SM, Li ML, Liu PJ, Hsu KC

2026 PubMed Journal of agricultural and food chemistry

QDCRNet: Quantum dilated convolutional recurrent network for virus detection using gene expression data.

Karthi S, Ramalingam T, Iyswarya R, Kumar DA

2026 PubMed Computational biology and chemistry

Quantifying cerebellar signal detectability in MEG and EEG in epilepsy using anatomically informed source modeling.

Matsubara T, Sohrabpour A, Ahlfors SP, Jas M, Samuelsson J, Sundaram P, Stufflebeam S

2026 PubMed NeuroImage

Quantum Chemistry-Driven Molecular Inverse Design of Stable Isomers with Data-Free Reinforcement Learning.

Calcagno F, Serfilippi L, Franceschelli G, Garavelli M, Musolesi M, Rivalta I

2026 PubMed Journal of chemical theory and computation

Quantum circuit complexity and unsupervised machine learning of topological order.

Che Y, Gneiting C, Wang X, Nori F

2026 PubMed Nature communications

Quantum Dot Encoding for In-Solution Single-Molecule Biomarker Counting in Metastatic Prostate Cancer.

Kuo CW, Nalla S, Sarkar S, Lee W, Wang L, Kohli M, Smith AM

2026 PubMed ACS nano

Quantum dot-DNA microsphere aptamer biosensor with AI-assisted structural modeling for rapid detection of the lung cancer biomarker USE1.

Kim MJ, Yum K, Kim D, Jang I, Park A, Jung M, Lee GD, Jin JO, Im W, Lee JB, Lee PC

2026 PubMed Journal of nanobiotechnology

Quantum engineering of GaAs nanoribbons for advanced thermoelectric energy conversion.

Goumri-Said S, Kanoun MB

2026 PubMed Nanoscale advances

Quantum Machine Learning in Laboratory Medicine: A Leap into the Future?

Zang C, Yang HS

2026 PubMed Clinical chemistry

Quantum swarm-optimized DV-Hop algorithm for accurate localization of weak nodes in wireless sensor networks.

Khan ZU, Gao H, Ma J, Aman M

2026 PubMed Scientific reports

Quantum-enhanced multimodal prognostic transformer for skin disease progression prediction and visualization.

Aravinda CV, Raja JE, Alasmari S

2026 PubMed Scientific reports

Quantum-Inspired Adaptive Meta-Heuristic-Machine Learning framework for resilient and energy-efficient task scheduling in multi-cloud ecosystems.

Divya N, Kiranbabu MNV, Babu GC

2026 PubMed Scientific reports