Quantum Machine Learning
486 papers for year 2025
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 169-180 of 486
Generative modeling using evolved quantum Boltzmann machines
Mark M. Wilde
Geometric Optimization on Lie Groups: A Lie-Theoretic Explanation of Barren Plateau Mitigation for Variational Quantum Algorithms
Zhehao Yi, Rahul Bhadani
Geometric Parameterization of Kraus Operators with Applications to Quasi Inverse Channels for Multi Qubit Systems
Zain Ateeq, Muhammad Faryad
GEQIE Framework for Rapid Quantum Image Encoding
Rafał Potempa, Michał Kordasz, Józef P. Cyran, Kamil Wereszczyński, Krzysztof Simiński
Good Manufacturing Practice-grade fibronectin for hollow-fiber bioreactor cell manufacture: a mesenchymal stromal cell case study.
Frank ND, Zylberberg E, Roufai MB, Gibb SL, Miller MM
GRAPE.jl: Gradient Ascent Pulse Engineering in Julia
Michael H. Goerz, Sebastián C. Carrasco, Alastair Marshall, Vladimir S. Malinovsky
Graph-Based Bayesian Optimization for Quantum Circuit Architecture Search with Uncertainty Calibrated Surrogates
Prashant Kumar Choudhary, Nouhaila Innan, Muhammad Shafique, Rajeev Singh
Haar random codes attain the quantum Hamming bound, approximately
Fermi Ma, Xinyu Tan, John Wright
Hardware Efficient Quantum Kernels Using Multimode Bulk Acoustic Resonators
Collin C. D. Frink, Chaoyang Ti, Stephen K. Gray, Xu Han, Matthew Otten
HDAC6 mediates NLRP3 inflammasome activation in the pathogenesis of diabetic retinopathy.
Kim JS, Jun JH, Lee J, Park S, Kim E, Hwang SJ, Moon H, Baek SH, Kim HK, Park J, Cho Y, Han J, Kim C, Kim J, Yang HM, Lee C, Chung Y, Lee HJ, Jo DG
Hermitian Matrix Function Synthesis without Block-Encoding
Anuradha Mahasinghe, Kaushika De Silva, Xavier Cadet, Peter Chin, Frederic Cadet, Jingbo Wang
Hidden Structural Variants in ALD NbN Superconducting Trilayers Revealed by Atomistic Analysis
Prachi Garg, Danqing Wang, Hong X. Tang, Baishakhi Mazumder