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 121-132 of 3,957
AI-Based Cryptography: A Comprehensive Review of Adaptive Encryption, Neural Cryptanalysis, and Post-Quantum Resilience
Mohammed A. Abdewi, Farouk A. Emara, Ashraf A. Gouda, Mohammed A. Razek
AI-driven multiscale virtual plant cell modeling: from molecular mechanisms to tissue functions.
Liu Z, Sun X
AIMNet2-NSE: A Transferable Reactive Neural Network Potential for Open-Shell Chemistry.
Kalita B, Zubatyuk R, Anstine DM, Bergeler M, Settels V, Stork C, Spicher S, Isayev O
Algorithmic Advantage on a Gate-Based Photonic Quantum Neural Network
Solomon McKiernan, Luca Sapienza
All you need is spin: SU(2) equivariant variational quantum circuits based on spin networks
Richard DP East, Guillermo Alonso-Linaje, Chae-Yeun Park
Amplifying metabolic profiling of extracellular vesicle dynamics with ACTIVITY.
Yu RJ, Ma WY, Xiao HY, Zhang YW, Gong WB, Yu ZF, Wei KL, Xing KR, Wang X, Zhu HJ, Wang LH, Ding XG
An allosteric DNAzyme-Based logic circuit intelligent electrochemiluminescence biosensor for the precise diagnosis of acute myocardial infarction.
Zhang Z, Dai Y, Liu J, Zhou Y, Du Z, Zhu R, Xu C, Sun Y, Zhang K
An efficient optimization-based incremental quantum convolutional network for milk adulteration detection
Vrishali M. Patil, Savita R. Bhosale
An Enhanced Quantum Image Representation for Improved Intensity Preservation and Fidelity
Nikam V, Sane S.
An Exponential Sample-Complexity Advantage for Coherent Quantum Inference
Zhaoyi Li, Elias Theil, Aram W. Harrow, Isaac Chuang
An Ideal Random Number Generator Based on Quantum Fluctuations and Rotating Wheel for Secure Image Encryption
Subhadip Rana, Sanku Paul, Mrinal Kanti Mandal
An improved synthesis, X-ray study, and quantum chemistry calculations of novel fused mesoionic heterocycle: substituted 5-thioxo-5,6-dihydro-[1,2,4]triazolo[1,5-c]quinazolin-1-ium-2-thiolates
Sergiy M. Kovalenko, Oleksandr G. Drushlyak, Mariia Kyrpa, Maryna S. Kovalenko, Illia O. Mariutsa, Volodymyr V. Ivanov, Svitlana V. Shishkina, Christian Dank