Quantum Machine Learning

3,957 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 301-312 of 3,957

Design-Space Mapping of Post-Quantum Cryptographic Artifact Transport on CAN-FD: A Discrete-Event Simulation Study

Min-Woo Lee, Minjoo Sim, Siwoo Eum, Gyeongju Song, Hwajeong Seo

2026 Crossref Applied Sciences

Design, construction, and field evaluation of an intelligent solid-state voltage regulator for voltage profile improvement in low-voltage distribution networks.

Mikhak-Beyranvand M, Bastami H, Farhadian AH

2026 PubMed Scientific reports

Designing a Satellite Serviced Quantum Network Backbone for Concurrent Global Connectivity

Prateek Mantri, Stav Haldar, Albert Williams, Don Towsley

2026 arXiv arXiv preprint

Detecting Complex-Energy Braiding Topology in a Dissipative Atomic Simulator with Transformer-Based Geometric Tomography

Yang Yue, Nan Li, Xin Zhang, Chenhao Wang, Zeming Fang, Zhonghua Ji, Liantuan Xiao, Suotang Jia, Yanting Zhao, Liang Bai, Ying Hu

2026 arXiv arXiv preprint

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

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