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 781-792 of 4,297

Local Softmax and Global Weights in Non-Boolean Event Structures

Karl Svozil

2026 arXiv arXiv preprint

Local surrogates for quantum machine learning

Nair SR, Ferrie C.

2026 Europe PMC Europe PMC

Local tensor-train surrogates for quantum learning models

Sreeraj Rajindran Nair, Christopher Ferrie

2026 arXiv arXiv preprint

Long Range Frequency Tuning for QML

Michael Poppel, Jonas Stein, Sebastian Wölckert, Markus Baumann, Claudia Linnhoff-Popien

2026 arXiv arXiv preprint

Low Depth Distributed Quantum Algorithms for Unordered Database Search

Huaijing Huang, Daowen Qiu, Ximing Hua, Xinyu Chen

2026 arXiv arXiv preprint

Low-cost Ultra-low Noise DAC System-on-Module for Scalable Ion-Trap Electrode Control

Mitchell G. Peaks, Mia M. Kaarls, Crystal Noel

2026 arXiv arXiv preprint

Lund Plane to Bloch (LP2B) Encoding for Object and Polarization Tagging with Quantum Jet Substructure

Fabrizio Napolitano, Luca Della Penna, Tommaso Tedeschi, Livio Fanò

2026 arXiv arXiv preprint

Machine Learning Accelerated Computational Design of Bio-Inspired Catalysts in the Nitrogen Reduction Reaction.

Di Ciano L, You Z, Chen H, Zhong Q, Liao RZ, Zhan S

2026 PubMed Advanced materials (Deerfield Beach, Fla.)

Machine learning analysis of metalloid nanoclusters from the Quantum Cluster Database: Structural-phase transitions, electronic-geometric coupling, and exploratory binary nano-alloy predictions

Renjith Thomas, Ali A. Khairbek, Sneha Anna Sunny, Abdullah Yahya Abdullah Alzahrani

2026 Crossref Calphad

Machine learning and artificial intelligence in perovskite quantum dot electroanalysis: From data-driven synthesis to intelligent sensing interfaces

Mohamed Abu Shuheil, Ahmed Aldulaimi, Rekha M M, Subhashree Ray, Omayma salim waleed, CP. Surya, Renu Sharma, Vatsal Jain, Hadi Noorizadeh, Mosstafa Kazemi

2026 Crossref Talanta Open

Machine learning approach to tomographic pattern generation and classification of quantum states of light

Anonymous

2026 Crossref APS Open Science

Machine Learning Approaches to Building Quantum Circuits for Sets of Matrices

Matvei Fedin, Andrei Morozov

2026 arXiv arXiv preprint