Quantum Machine Learning
521 papers for year 2024
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 157-168 of 521
Extending Quantum Perceptrons: Rydberg Devices, Multi-Class Classification, and Error Tolerance
Ishita Agarwal, Taylor L. Patti, Rodrigo Araiza Bravo, Susanne F. Yelin, Anima Anandkumar
Extending the European Competence Framework for Quantum Technologies: new proficiency triangle and qualification profiles
Franziska Greinert, Simon Goorney, Dagmar Hilfert-Rüppell, Malte S. Ubben, Rainer Müller
Fast characterization of multiplexed single-electron pumps with machine learning
N. Schoinas, Y. Rath, S. Norimoto, W. Xie, P. See, J. P. Griffiths, C. Chen, D. A. Ritchie, M. Kataoka, A. Rossi, I. Rungger
Fast classical simulation of qubit-qudit hybrid systems
Haemanth Velmurugan, Arnav Das, Turbasu Chatterjee, Amit Saha, Anupam Chattopadhyay, Amlan Chakrabarti
Fast generation of entanglement between coupled spins using optimization and deep learning methods
Dimitris Koutromanos, Dionisis Stefanatos, Emmanuel Paspalakis
Fast Laplace transforms on quantum computers
Julien Zylberman
Faster and Better Quantum Software Testing through Specification Reduction and Projective Measurements
Noah H. Oldfield, Christoph Laaber, Tao Yue, Shaukat Ali
First Photon Machine Learning
Lili Li, Santosh Kumar, Malvika Garikapati, Yu-Ping Huang
Flood Prediction Using Classical and Quantum Machine Learning Models
Marek Grzesiak, Param Thakkar
Flow-Based Sampling for Entanglement Entropy and the Machine Learning of Defects
Andrea Bulgarelli, Elia Cellini, Karl Jansen, Stefan Kühn, Alessandro Nada, Shinichi Nakajima, Kim A. Nicoli, Marco Panero
FreeCG: Free the Design Space of Clebsch-Gordan Transform for Machine Learning Force Fields
Shihao Shao, Haoran Geng, Zun Wang, Qinghua Cui
From {\tt Ferminet} to PINN. Connections between neural network-based algorithms for high-dimensional Schrödinger Hamiltonian
Mashhood Khan, Emmanuel Lorin