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 1021-1032 of 4,297
Practical Quantum Reservoir Computing in Rydberg Atom Arrays
Dong-Sheng Liu, Qing-Xuan Jie, Chang-Ling Zou, Xi-Feng Ren, Guang-Can Guo
Precise control of InP quantum dot growth via recyclable indium adducts.
Cartlidge AJ, Gazis TA, Pitas UO, Robertson JE, Matthews L, Hollamby MJ, Matthews PD
Predicting antimicrobial peptide properties using enhanced quantum recurrent neural network with self-attention and peephole mechanisms
Yanan Li, Zhimin Wang, Ruipeng Xing, Xuefei Wang, Yongjian Gu
Predicting electronic properties of molecules: a stacking ensemble model for HOMO and LUMO energy estimation.
Mahmoudi O, Kim MH
Predicting excited-state lifetimes in Cobalt(III) polypyridyl complexes: From quantum chemistry to nonadiabatic dynamics
Olga S. Bokareva, Leticia González, Sebastian Mai
Predicting Photoluminescence Quantum Yields of Quantum Dots from Time-Resolved Photoluminescence with Artificial Neural Networks
Logan Smith, Sadia Jannat, Adeyemi Michael Adeboyejo, Taela Brown, Igor Fedin
Predicting premature failure of quantum cascade lasers with different quantum designs using active machine learning.
Aydinkarahaliloglu AC, Alif AN, Wang X, Troccoli M, Hoffman AJ
Predicting quantum ground-state energy by data-driven Koopman analysis of variational parameter nonlinear dynamics
Nobuyuki Okuma
Predicting Resource Efficient Hamiltonian Decomposition for Continuous-Time Quantum Walk Simulations
Mostafa Atallah, Rebekah Herrman, Zain H. Saleem
Predictive adaptive optics using pioneer beacons for satellite quantum communication
Kai-Sum Chan, Hoi Fung Chau
Predictive free energy simulations through hierarchical distillation of quantum Hamiltonians.
Li C, Chan GK
Predictive X-ray spectroscopy of actinide complexes: from HERFD-XANES to RIXS maps via relativistic quantum chemistry
Valérie Vallet, Tamara Shaaban, Robert Polly, Florent Réal, André Severo Pereira Gomes, Wilken Aldair Misael, Hanna Oher, Juliane März, Lucia Amidani, Elena F. Bazarkina, Kristina O. Kvashnina, C. Le Naour, Pier Lorenzo Solari, Timothy G. Burrow, Myrtille O.J.Y. Hunault, Melody Maloubier