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 97-108 of 285

Genomic approaches to accelerate American chestnut restoration.

Westbrook JW, Malukiewicz J, Zhang Q, Sreedasyam A, Jenkins JW, Lakoba V, Fitzsimmons S, Van Clief J, Collins K, Hoy S, Stark C, Graboski L, Jenkins E, Saielli TM, Jarrett BT, Wigfield LJ, Kerwien LM, Wilbur C, Sandercock AM, Craddock JH, Keriö S, Zhebentyayeva T, Fan S, Thomas AM, Abbott AG, Nelson CD, Xia X, McKenna JR, Kell C, Williams M, Boston L, Plott C, Carle F, Swatt J, Ostroff J, Jeffers SN, McKeever K, Smith E, Ellis TJ, James JB, Sisco P, Newhouse A, Carlson E, Powell WA, Hebard FV, Scrivani J, Heverly C, Cipollini M, Clark B, Evans E, Levine B, Carlson JE, Goodstein D, Orebaugh J, Yang ZK, Martin MZ, Tannous J, Rush TA, Engle NL, Tschaplinski TJ, Grimwood J, Schmutz J, Holliday JA, Lovell JT

2026 PubMed Science (New York, N.Y.)

Geometric Structure-Aware Diffusion Model with Self-Optimization Strategy for Molecular Generation.

Du W, Tang C, Liu G, Sun H, Zhang J, Zhong C

2026 PubMed Journal of chemical theory and computation

Gradients not needed: ML-driven propagation of nonadiabatic molecular dynamics without reference gradients.

Martyka M, Jankowska J, Lischka H, Dral PO

2026 PubMed Chemical science

High-capacity removal of crystal violet using ZIF-8/graphene quantum dot composite with RSM optimization and explainable machine learning.

Hussaini M, Onaizi SA, Vohra MS

2026 PubMed Scientific reports

High-throughput sequencing reveals microbial transitions in refrigerated sturgeon meat: Implications for quality assurance.

Pei J, Gong J, Liu Z, Jin W, Hou M, Abd El-Aty AM, Deng Q

2026 PubMed International journal of food microbiology

Host-guest assisted carbon quantum dots/WS(2) photoelectrochemical solution-gated graphene field-effect transistor for diquat detection.

Wang H, Zhang Y, Xu N, Wu J, Nie P, Zhang X, Chang L, Xie J

2026 PubMed Food chemistry

How to Accurately Predict the Fluorescent Property of Multiresonance TADF: Density Functional Theory or Machine Learning?

Zhao Y

2026 PubMed The journal of physical chemistry. A

Human in the loop artificial intelligence in healthcare: applications, outcomes, and implementation challenges.

Olawade DB, Plabon SB, Ojo A, Ogunbona MA, Makanjuola BD, Olasilola OR

2026 PubMed International journal of medical informatics

Hyperspectral reporters for long-distance and wide-area detection of gene expression in living bacteria.

Chemla Y, Levin I, Fan Y, Johnson AA, Coley CW, Voigt CA

2026 PubMed Nature biotechnology

Identification of xenobiotics interfering with 5α-reductase (SRD5A2) activity.

Kędzierski J, van Diest RE, Allard JA, Erharter AM, Odermatt A, Smieško M

2026 PubMed Toxicology letters

Improving consciousness assessment through neuroadaptive artificial intelligence and quantum-enhanced brain-computer interfaces.

Oullier O, Roser F, Barbaste P, Vasques X

2026 PubMed Clinical neurology and neurosurgery

In silico identification of a prognostic gene signature and virtual screening for hepatocellular carcinoma.

Amin A, Fatima S, Aslam MK, Belaidi M, Bibi S, Bufarwa SW, Zahid S, Albadrani GM, Altalhi R, Sayed AA, Abdel-Daim MM

2026 PubMed Computational biology and chemistry