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 73-84 of 285

Dual-emission carbon dots with UV-induced fluorescence enhancement: Construction of fluorescence sensor array and ratiometric probe for discrimination and detection of antibiotics.

Jia Y, Wang Y, Wang W, Wang S, Yang J

2026 PubMed Analytica chimica acta

Dual-Energy X-ray Imaging Enabled by Passivated Bilayer Copper-Based Halide Scintillators.

Zhu Y, Liu C, Li Y, Li J, Lei W, Xu X, Chen J

2026 PubMed The journal of physical chemistry letters

Dual-mode sensor array based on silica-coated carbon dots with tunable fluorescence and phosphorescence for discrimination and detection of monoamine neurotransmitters.

Wang Y, Ning Y, Jia Y, Wang S, Wang W, Liang C, Ren Y

2026 PubMed Biosensors & bioelectronics

Dual-Signal Amplification Strategy for Synchronous Monitoring of Stress Hormones and Metabolic Indicators.

Zhao X, Qin W, Wang Y, Zhai H, Gu C, Bi Y, Chen M, Ming Z, Li S, Xu Y, Yin S

2026 PubMed Analytical chemistry

DUW-MGCA: A Dynamic Uncertainty-Weighted Multi-Granularity Coattention Framework for Protein-Ligand Interaction Prediction from Hybrid QM/MD Data.

Tan B, Niu Y, He Z

2026 PubMed Journal of chemical information and modeling

Early immune events during SARS-CoV-2 infection impact memory T and B cell responses.

Woloszczuk K, Joyner D, Connors J, Bernui M, Canziani G, Chaiken I, Burger J, van Gils MJ, van Rijswijk J, Olijhoek W, Venkateswaren KV, Venkateswaran N, Bosinger SE, Eckalbar W, Altman MC, van Bakel H, Steen H, Diray-Arce J, Levy O, Maecker HT, Kim-Schulze S, Ozonoff A, IMPACC Network, Sekaly RP, Sanders RW, Kutzler MA, Cairns CB, Fourati S, Haddad EK

2026 PubMed Communications biology

Efficient exploration of peptide libraries using active learning with AlphaFold-based screening.

Gaza J, Santos JBW, Singh B, Miranda-Quintana RA, Perez A

2026 PubMed bioRxiv : the preprint server for biology

Electrically Tunable WSe(2)/α-In(2)Se(3) van der Waals Ferroelectric Heterostructure for Reconfigurable Photodetection and Neuromorphic Computing.

Chen H, Ning Y, Chen Y, Yan J, Chen J, Liu L, Long Y, Zhang S, Liu K, Chen M, Zhao J, Si M, Zhang X, Zhang Y, Xiang D, Wang L

2026 PubMed ACS applied materials & interfaces

Emerging haemostatic sprays: From material design to clinical translation.

Nepal A, Tran H, Nguyen NT, Ta HT

2026 PubMed Biomaterials advances

Enhancing Gaussian process regression-accelerated QM/MM free energy simulations using atomic environment descriptors.

Snyder R, Li D, Ho T, Kim B, Qazi H, Pan X, Shao Y, Pu J

2026 PubMed The Journal of chemical physics

Entropy driven carbon-coated multi-element alloy nanoparticles for enhanced microwave absorption.

Wang P, Hassan SU, Kuang D, Hou L, Wang S

2026 PubMed Journal of colloid and interface science

Estimating Protein Conformational States from High-Speed AFM Images with Molecular Dynamics and Deep Learning.

Sato K, Kanaoka Y, Tsukazaki T, Uchihashi T, Mori T

2026 PubMed Journal of chemical information and modeling