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 61-72 of 285

Cross-instrument coal quality spectral analysis via a PDS-assisted fine-tuning calibration transfer method.

Gao J, Li J, Yin J, Gao R, Tian Z, Zhao Y, Bai Y, Dong L, Ma W, Zhang L, Yin W, Jia S

2026 PubMed Analytica chimica acta

Cut-SOAP: A Machine Learning Descriptor for Rapid Screening of Molecular Adsorption Energetics.

Calderan FV, Andriani KF, FelĂ­cio-Sousa P, Pinheiro GA, Da Silva JLF, Quiles MG

2026 PubMed ACS omega

Cysteine carbon dots/Au(3+) system for dual-mode detection of epinephrine and discrimination of different catecholamines with PCA.

Liang YZ, Bao L, Xu L, Yu X

2026 PubMed Analytical and bioanalytical chemistry

Data-driven combination of METAR observations and CAMS reanalysis aerosols to enhance satellite retrieval of surface solar irradiance.

Roy A, Heinemann D, Schroedter-Homscheidt M, Lezaca Galeano JE

2026 PubMed Scientific reports

Data-Driven Interrogation of Reactivity in Acid-Catalyzed Carbonyl-Olefin Metathesis with Machine Learning and Large Language Models.

Li ZH, Kuang Y, Chamness SA, Prout E, Jones-Thomson G, Niu B, McClure TJ, Burns SM, Schindler CS, Reid JP

2026 PubMed Journal of the American Chemical Society

Decoding d- and l-Amino Acids: Data-Driven Recognition of Enantiomers and Post-Translational Modifications via Quantum Tunneling.

Mittal S, Jena MK, Pathak B

2026 PubMed The journal of physical chemistry letters

Design, construction, and field evaluation of an intelligent solid-state voltage regulator for voltage profile improvement in low-voltage distribution networks.

Mikhak-Beyranvand M, Bastami H, Farhadian AH

2026 PubMed Scientific reports

Development and application of fluorescent immunoassay lateral flow Technology for the Detection of Prolamins in food.

Zhao X, Fu Q, Zhu W, Lin H, Liu Z, Wang H, Reno P, Zhang Z, Huang Y, Li Z

2026 PubMed Food chemistry

Digital multidimensional fingerprinting and monolinear method quantitation for quality consistency of traditional chinese medicine injection.

Zhou K, Ren Y, Zhang J, Sun G

2026 PubMed Journal of pharmaceutical and biomedical analysis

Discovering potential of a novel ascorbate-zinc-nicotinate triple chelate complex for fermented milk fortification application.

Blinov A, Pirogov M, Momot E, Rekhman Z, Samovolov A, Golik A, Askerova A, Serov AM, Tatov A, Golik D, Kastarnova E, Govindarajan RK, Prathiviraj R, Osadchii A, Nagdalian A

2026 PubMed Food chemistry

Disentangling Nitrate Formation and Sources over East Asia and North America via Computational Quantum Chemistry-Guided Isotope Tracing Method.

Dong J, Yan Y, Peng L, Qiu X, Li J, Yue K, Niu Y, Duan X, Yang S, Dong Y, Lyu X, Wu J, Li Z

2026 PubMed Environmental science & technology

Does the diffuse OH-stretch band in the IR spectrum of protonated oxalate exhibit quantum chaos?

Qu C, Houston PL, Bowman JM

2026 PubMed The Journal of chemical physics