Quantum Machine Learning

4,265 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 373-384 of 4,265

Detection of noise correlations in two qubit systems by machine learning

Dario Fasone, Shreyasi Mukherjee, Dario Penna, Fabio Cirinnà, Mauro Paternostro, Elisabetta Paladino, Luigi Giannelli, Giuseppe A. Falci

2026 Crossref APL Quantum

Development and application of fluorescent immunoassay lateral flow Technology for the Detection of Prolamins in food.

Zhao X, Fu Q, Zhu W, Lin H, Liu Z, Wang H, Reno P, Zhang Z, Huang Y, Li Z

2026 PubMed Food chemistry

Development of crow search algorithm using the characteristics of qubits and application of engineering problems.

Lee D, Lee S.

2026 Europe PMC Sci Rep

Development of neural network-based optimal control pulse generator for quantum logic gates using the GRAPE algorithm in NMR quantum computer

Ebrahim Khaleghian, Arash Fath Lipaei, Abolfazl Bahrampour, Morteza Nikaeen, Alireza Bahrampour

2026 Crossref Quantum Information Processing

Development of tall oil compound rejuvenator: a molecular dynamics and quantum chemistry approach

Liang He, Wentao Zhang, Zhiguang Zhou, Xiaojing Ren, Alessio Alexiadis, Qiang Liu, Wim Van den bergh, Emmanuel Chailleux, Augusto Cannone Falchetto, Ana Jiménez del Barco Carrión, Kamilla Vasconcelos, Karol J. Kowalski, Rongyao Du, Mohd Rosli Mohd Hasan

2026 Crossref Fuel

Diagnosing quantum reservoirs at scale based on expressivity and coverage

Laia Domingo, Oriol Balló-Gimbernat, Fernando Vilariño

2026 arXiv arXiv preprint

Diagonal-Budgeted Trotterization for Efficient Quantum Hamiltonian Simulation

Srikar Chundury, Blake Burgstahler, Jiajia Li, In-Saeng Suh, Frank Mueller

2026 arXiv arXiv preprint

DiffQ: Unified Parameter Initialization for Variational Quantum Algorithms Via Diffusion Models

Chi Zhang, Mengxin Zheng, Qian Lou, Fan Chen

2026 Crossref ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Digital multidimensional fingerprinting and monolinear method quantitation for quality consistency of traditional chinese medicine injection.

Zhou K, Ren Y, Zhang J, Sun G

2026 PubMed Journal of pharmaceutical and biomedical analysis

Digital Quantum Reservoir Computing for ATM Time Series Prediction

Chiara Vercellino, Giacomo Vitali, Valeria Zaffaroni, Francesca Cibrario, Emanuele Dri, Paolo Viviani, Olivier Terzo, Davide Corbelletto

2026 arXiv arXiv preprint

Digital twins for compact hybrid quantum classical learning in FMCW radar detection

Sebastian Ratto Valderrama, Ahmed N. Sayed, Arien Sligar, Jose R. Rosas-Bustos, Omar M. Ramahi, George Shaker

2026 arXiv arXiv preprint

Digital twins for compact hybrid quantum-classical learning in FMCW radar detection

Sebastian Ratto V., Ahmed N. Sayed, Arien Sligar, Jose R. Rosas-Bustos, Omar M. Ramahi, George Shaker

2026 Crossref Photonics for Quantum 2026