Quantum Machine Learning

4,009 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 1321-1332 of 4,009

Training the parametric interactions in an analog bosonic quantum neural network with Fock basis measurement.

Dudas J, Carles B, Gouzien E, Grollier J, Marković D

2026 PubMed Scientific reports

trainsum -- A Python package for quantics tensor trains

Paul Haubenwallner, Matthias Heller

2026 arXiv arXiv preprint

Trans-dimensional Hamiltonian model selection and parameter estimation from sparse, noisy data

Abigail N. Poteshman, Jiwon Yun, Tim H. Taminiau, Giulia Galli

2026 Crossref Quantum

Transdermal needle-free drug delivery approaches and activation mechanism.

Sasikala A, Tran DT, Zhang J, Nguyen NT

2026 PubMed Materials today. Bio

Treewidth-Aware Gate Cut Selection for Reducing Transpilation Overhead on Superconducting Quantum Devices

Hana Ebi, Shin Nishio, Takahiko Satoh

2026 arXiv arXiv preprint

Tsim: Fast Universal Simulator for Quantum Error Correction

Rafael Haenel, Xiuzhe Luo, Chen Zhao

2026 arXiv arXiv preprint

TTEA: designing a quantum-ready and energy-conscious encryption model for secure IoT environments.

Abdelaal MA, Moustafa AI, Saleh H, Afifi MYI

2026 PubMed Scientific reports

Tucker iterative quantum state preparation

Carsten Blank, Israel F. Araujo

2026 arXiv arXiv preprint

Tunable dispersion and conductivity-induced superluminal dynamics in hybrid quantum dot nanostructures

Muhammad Idrees, Yuee Xie, Hui-Jun Li, Fazal Badshah, Zareen A. Khan

2026 Crossref Optics & Laser Technology

TuniQ: Autotuning Compilation Passes for Quantum Workloads at Scale for Effectiveness and Efficiency

Mohammad Abrarul Hasanat, Jason Ludmir, Tirthak Patel, Rohan Basu Roy

2026 arXiv arXiv preprint

TunnElQNN: A Hybrid Quantum-classical Neural Network for Efficient Learning

Abbas A.

2026 Europe PMC Europe PMC

Turbocharging EV battery SOH prediction with Quantum-Inspired channel attention

Deqi Hong, Liu Bin, Yong Zhang, Hong Zhao

2026 Crossref Expert Systems with Applications