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 241-252 of 4,297

Bridging quantum and classical descriptions of spin dynamics in a Dzyaloshinsky–Moriya trimer

Robert Wieser, Raúl Sánchez Galán

2026 Crossref Annals of Physics

Bridging quantum physics and circuit design: A dynamic master equation model for silicon single-electron transistors

Amine Touati, Nabil Zeiri, Hamed Dehdashti Jahromi, Adel Kalboussi, Mohammed N. Murshed

2026 Crossref Micro and Nanostructures

Bridging the Quantum Divide: A Learning-Centric Quantum Hackathon for Underrepresented Students (Extended Version)

Fahimeh Bayeh, Linh Dinh, Dongho Lee, Scott Wesley

2026 arXiv arXiv preprint

Broken Quantum: A Systematic Formal Verification Study of Security Vulnerabilities Across the Open-Source Quantum Computing Simulator Ecosystem

Dominik Blain

2026 arXiv arXiv preprint

C2NP: A Benchmark for Learning Scale-Dependent Geometric Invariances in 3D Materials Generation

Can Polat, Erchin Serpedin, Mustafa Kurban, Hasan Kurban

2026 arXiv arXiv preprint

Cache Hierarchy and Vectorization Analysis of Lindblad Master Equation Simulation for Near-Term Quantum Control

Rylan Malarchick

2026 arXiv arXiv preprint

Calorific value measurement of large-particle coal using NIRS-XRF fusion spectroscopy and nonlinear residual correction: a PLS-AE-RR model framework.

Qiao Y, Liu R, Li B, Gao R, Li J, Zhang L

2026 PubMed Analytical methods : advancing methods and applications

Can machine learning for quantum-gas experiments be explainable?

I. B. Spielman amd J. P. Zwolak

2026 arXiv arXiv preprint

Canonical quantization of a memristive leaky integrate-and-fire neuron circuit

Dean Brand, Domenica Dibenedetto, Francesco Petruccione

2026 DOAJ Physical Review Research

Canonical quantization of neurons

Alexander He, Nana Liu, Mark M. Wilde

2026 arXiv arXiv preprint

Carbon dots-based 'two-pronged' strategy for dual-mode rifampicin sensing: From laboratory to smartphone-assisted field testing.

Pan ZW, Du TT, Wu Q, Wang MT, Pan H, Zhang T, Liu Q, Yi WJ

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

Casimir interactions as a probe of broadband optical response

Calum F. Shelden, Jeremy N. Munday

2026 arXiv arXiv preprint