Variational & Hybrid Quantum Algorithms
340 papers
Variational & Hybrid Quantum Algorithms Research Context
This Quantum Articles category organizes published quantum research papers so readers can browse focused work by topic, source, and year.
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Showing 229-240 of 340
The Role of Quantum in Hybrid Quantum-Classical Neural Networks: A Realistic Assessment
Dominik Freinberger, Philipp Moser
2026
arXiv
arXiv preprint
Theoretical Guarantees of Variational Quantum Algorithm with Guiding States
Nguyen T, Kieferová M.
2026
Europe PMC
Europe PMC
Torsion-Induced Quantum Fluctuations in Metric-Affine Gravity using the Stochastic Variational Method
Tomoi Koide, Armin van de Venn
2026
arXiv
arXiv preprint
Trainability-Oriented Hybrid Quantum Regression via Geometric Preconditioning and Curriculum Optimization
Qingyu Meng, Yangshuai Wang
2026
arXiv
arXiv preprint
TunnElQNN: A Hybrid Quantum-classical Neural Network for Efficient Learning
Abbas A.
2026
Europe PMC
Europe PMC
Unravelling the combustion kinetics of N-methyl aniline: decomposition and OH-addition pathways from quantum chemistry and flame speed measurements
Aboli Pingle, Sudarshan Kumar, Neeraj Kumbhakarna
2026
Crossref
Combustion and Flame
Variational preparation and characterization of chiral spin liquids in quantum circuits
Zi-Yang Zhang, Donghoon Kim, Ji-Yao Chen
2026
arXiv
arXiv preprint
VQEzy: An Open-Source Dataset for Parameter Initialization in Variational Quantum Eigensolvers
Chi Zhang, Mengxin Zheng, Qian Lou, Hui Min Leung, Fan Chen
2026
Crossref
ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Warm Starts, Cold States: Exploiting Adiabaticity for Variational Ground-States
Ricard Puig, Berta Casas, Alba Cervera-Lierta, Zoë Holmes, Adrián Pérez-Salinas
2026
arXiv
arXiv preprint
Where the Quantum Lives in D-Wave Hybrid Portfolio Optimization
Luis Lozano
2026
arXiv
arXiv preprint
Who Earns the Safety? Intervention-Aware Quantum Predictive Control with Safety Attribution
Yifan Wang
2026
arXiv
arXiv preprint
A hybrid quantum-classical convolutional neural network with a quantum attention mechanism for skin cancer.
Pandey P, Mandal S.
2025
Europe PMC
Sci Rep