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 121-132 of 285

Machine learning-driven molecular engineering of nucleic acids.

Shi Q, Lv H, Wang F, Fan C, Li M

2026 PubMed Chemical Society reviews

Machine Learning/Molecular Mechanics Enzymology for the Next Generation of Computational Enzymatic Catalysis.

Wang X, Wang J, Li WL

2026 PubMed Chem catalysis

Mechanism research and process design for the separation of dimethyl carbonate and n-propanol by extractive distillation using ionic liquid.

Sun C, Peng B, Xue F, Cui P, Li G, Wang Y

2026 PubMed Journal of environmental management

Mechanistic insights into marine-derived PDE6D inhibitors disrupting prenyl-binding to modulate leukemia-associated RAS trafficking.

Alam P, Akhtar A, Ahmed S, Hasan Z

2026 PubMed Computational biology and chemistry

MediFlora-Net: Quantum-enhanced deep learning for precision medicinal plant identification.

K V U, P S, K JS, C LA

2026 PubMed Computational biology and chemistry

Microfluidics-Driven Piezophotocatalysis: An Innovative Approach for Accelerated Water Remediation Using PVDF-Transition Metal Sulfide-Based Piezocatalysts.

Rohal A, Katoch V, Kumar A, Pandey A, Prakash B

2026 PubMed Small science

Miniaturisation of Raman spectroscopy systems: from benchtop to backpocket.

Hardy M, Kanade PP, Buchan E, Goldberg Oppenheimer P, McPolin CPT, Bowman RM

2026 PubMed Lab on a chip

Modified quantum dilated convolutional neural network for cancer prediction using gene expression data.

N M, R K, V D, S S

2026 PubMed Computer methods in biomechanics and biomedical engineering

Molecular-level engineering of gel polymer electrolytes in sodium-ion batteries: a comprehensive computational study.

Solook MS, Alamdar S, Zarif M

2026 PubMed Physical chemistry chemical physics : PCCP

Molreac-Oxi: An end-to-end deep learning-quantum chemistry platform for •OH reactivity (k(OH)), pathways, and active-site insight.

Shao F, Li W, Liang Z, Wang C, Li T, Wei Z, Xu X

2026 PubMed Environmental research

Multi-mechanism-driven dual-mode array based on a single PFC-1/QD probe enables AI-assisted on-site identification of biogenic amines and real-time food freshness monitoring.

Yang L, Li S, Guo R, Bai B, Zhang Y, Yan W, Liu S, Zhao S, Lu W, Yang Y

2026 PubMed Biosensors & bioelectronics

Multi-omics network pharmacology and computational validation reveal amodiaquine and desethylamodiaquine as apoptosis-regulating multi-target candidates in colon adenocarcinoma.

Kurmi SPC, Fayek FH, Mishra VK, Nagaraja S, Kn A, Thapa S, Kurmi SK, Gupta RK

2026 PubMed Computational biology and chemistry