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 385-396 of 4,297
DiffQ: Unified Parameter Initialization for Variational Quantum Algorithms Via Diffusion Models
Chi Zhang, Mengxin Zheng, Qian Lou, Fan Chen
Digital multidimensional fingerprinting and monolinear method quantitation for quality consistency of traditional chinese medicine injection.
Zhou K, Ren Y, Zhang J, Sun G
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
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
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
Direct Variational Calculation of Two-Electron Reduced Density Matrices via Semidefinite Machine Learning
Luis H. Delgado-Granados, David A. Mazziotti
Discovering Data Encoding Strategies for Quantum-Classical Neural Networks Using Monte Carlo Tree Search
Lena Tokuhiro, Amine Bentellis, Jeanette Miriam Lorenz
Discovering potential of a novel ascorbate-zinc-nicotinate triple chelate complex for fermented milk fortification application.
Blinov A, Pirogov M, Momot E, Rekhman Z, Samovolov A, Golik A, Askerova A, Serov AM, Tatov A, Golik D, Kastarnova E, Govindarajan RK, Prathiviraj R, Osadchii A, Nagdalian A
Discovering quantum phenomena with Interpretable Machine Learning
Paulin de Schoulepnikoff, Hendrik Poulsen Nautrup, Hans J. Briegel, Gorka Muñoz-Gil
Discovery of a potent TDP1 inhibitor through machine learning-driven predictive modeling combined with structure-based virtual screening and experimental validation.
Zeng H, Zhang M, Qiu B, Zhang S, Liu J, Luo X, Wu L, Xie H, Zhai M, Yang J, Yang H, Nie H, Wang N
Disentangling Nitrate Formation and Sources over East Asia and North America via Computational Quantum Chemistry-Guided Isotope Tracing Method.
Dong J, Yan Y, Peng L, Qiu X, Li J, Yue K, Niu Y, Duan X, Yang S, Dong Y, Lyu X, Wu J, Li Z
Dissipative Realization of a Quantum Distance-Based Classifier Using Open Quantum Walks.
Maciel PL, Pleasance G, Petruccione F, Bernardes NK.