Quantum Machine Learning

3,957 papers

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 133-144 of 3,957

An LLM System for Autonomous Variational Quantum Circuit Design

Kenya Sakka, Wataru Mizukami, Kosuke Mitarai

2026 arXiv arXiv preprint

An On-Demand Neuromorphic Vision System Enabled by a Multi-Paradigm Neuromorphic Device and Hierarchical Reconfigurability Designed from Device to System Level.

Jiang B, Xu J, Ran L, Feng X, Harrabi K, Li Y, Lin L, Zhou F

2026 PubMed Advanced science (Weinheim, Baden-Wurttemberg, Germany)

An Optimal Hybrid Quantum-Classical Representation for Robust Photonic Image Processing on NISQ Devices

Tarek N.

2026 Europe PMC Europe PMC

An ultra-low-consumption dilution strategy for high-performance inverted perovskite solar cells.

Zhou Y, Pang J, Zhang B, Li Y, Feng Y, Zhang B, Wang Q, Liu R, Shen Z, Li F

2026 PubMed Journal of colloid and interface science

Analysing DCE-MRI scans using hybrid techniques for early detection of prostate cancer based on fusion features of handcrafted and deep learning features.

Hasan AM, Alfalluji WL, Hamdawi MA, Jalab HA, Ibrahim RW, Meziane F

2026 PubMed Journal of medical engineering & technology

Analyzing Images of Blood Cells with Quantum Machine Learning Methods: Equilibrium Propagation and Variational Quantum Circuits to Detect Acute Myeloid Leukemia

A. Bano, L. Liebovitch

2026 arXiv arXiv preprint

Antenna Array Beamforming Based on a Hybrid Quantum Optimization Framework

Shuai Zeng

2026 arXiv arXiv preprint

Applicability and Limitations of Quantum Circuit Cutting in Classical State-Vector Simulation

Mitsuhiro Matsumoto, Shinichiro Sanji, Takahiko Satoh

2026 arXiv arXiv preprint

Application and optimization of quantum-powered generative models for job shop scheduling in semiconductor manufacturing

Truong Ngoc Cuong, Sam-Sang You, Hwan-Seong Kim, Le Ngoc Bao Long, Duy Anh Nguyen, Nguyen Duy Tan

2026 Crossref Journal of Industrial Information Integration

Application of a Quantum Amplitude Redistribution Algorithm to the Data Filtering Problem

Karina Zakharova, Artem Chernikov, Sergey Sysoev

2026 arXiv arXiv preprint

Applications of classical and quantum machine learning in manufacturing: predictive maintenance, scheduling and tribology

Abdullah Jawad, Ethan Stefan-Henningsen, Amirkianoosh Kiani

2026 Crossref Next Research

Applications, Progress, and Challenges of Surfactants in Chemical Mechanical Polishing for Copper Interconnects.

Wang M, Niu X, Zhou J, Hu B, Li J, Wu Z, Liu Z, Ma Q, Song S, Jia Y

2026 PubMed Langmuir : the ACS journal of surfaces and colloids