Quantum Machine Learning

4,297 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 1105-1116 of 4,297

QShield: Securing Neural Networks Against Adversarial Attacks using Quantum Circuits

Navid Azimi, Aditya Prakash, Yao Wang, Li Xiong

2026 arXiv arXiv preprint

QSVM-RQNN: Low-Qubit Recurrent Quantum Similarity Learning for Condition Monitoring and Fault Classification

Amit S. Patel, Himanshu R. Patel, Bikash K. Behera

2026 arXiv arXiv preprint

QT3-FIS: A Quantum Type-3 Fuzzy Inference System for Nonlinear, Industrial, and Structural Applications

Rouzbeh Doroudi, Siyamak Doroudi

2026 Crossref Applied Soft Computing

Quality control of traditional Chinese medicine solid preparation Zhizi Jinhua Pills via FT-IR, UV and THz fingerprints assisted with dissolution.

Wang X, Zou K, Li P, Zhu W, Cui H, Xiao L, Lan L, Sun G

2026 PubMed Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy

Quantifying cerebellar signal detectability in MEG and EEG in epilepsy using anatomically informed source modeling.

Matsubara T, Sohrabpour A, Ahlfors SP, Jas M, Samuelsson J, Sundaram P, Stufflebeam S

2026 PubMed NeuroImage

Quantifying imaginarity-generating power of quantum channels via averaging

Linshuai Zhang, Nan Li

2026 Crossref Annals of Physics

Quantitative Analysis of the Effectiveness of Mid-anneal Measurement in Quantum Annealing

Keita Takahashi, Shu Tanaka

2026 Crossref Journal of the Physical Society of Japan

Quantitative Universal Approximation for Noisy Quantum Neural Networks

Lukas Gonon, Antoine Jacquier, Marcel Mordarski

2026 arXiv arXiv preprint

Quantum advantage in distributed sensing with noisy quantum networks

Anonymous

2026 Crossref Physical Review Research

Quantum Advantage in Multi Agent Reinforcement Learning

Simranjeet Singh Dahia, Claudia Szabo

2026 arXiv arXiv preprint

Quantum Algorithm for Distributed Reduction of Entanglements (QADR): A Trainable and Simulation-Efficient QML Framework

Syed Farhan Ahmad, Gregory T. Byrd

2026 arXiv arXiv preprint

Quantum algorithm for estimating Olivier-Ricci curvature

Anonymous

2026 Crossref Physical Review Research