Concepedia

Michael Ragone

MR

6

Publications

271

Citations

6

H-Index

2010

Active since

Affiliations

University of California, Davis(Current)

Los Alamos National Laboratory

University of Illinois Urbana-Champaign

University of Florence

Michael Ragone is an author at University of California, Davis specializing in engineering, quantum machine learning, and quantum science.

Top concepts

EngineeringQuantum ScienceComputer ScienceMachine LearningQuantum ComputingQuantum Machine LearningStatisticsData ScienceUrban DesignData Modeling

Publications per year

2010–2024

6

Publications

6

A Lie algebraic theory of barren plateaus for deep parameterized quantum circuits

Michael Ragone, Bojko Bakalov, Frédéric Sauvage et al. · Nature Communications · 2024 · 104 citations · Full text

Theory for Equivariant Quantum Neural Networks

Louis Schatzki, Paolo Braccia, Michael Ragone et al. · PRX Quantum · 2024 · 75 citations · Full text

Quantum Science, Convolutional Neural Network, Engineering +11

Representation Theory for Geometric Quantum Machine Learning

Michael Ragone, Paolo Braccia, Louis Schatzki et al. · arXiv (Cornell University) · 2022 · 32 citations · Full text

Quantum Science, Group Representation Theory, Engineering +13

Theory for Equivariant Quantum Neural Networks

Louis Schatzki, Paolo Braccia, Michael Ragone et al. · arXiv (Cornell University) · 2022 · 26 citations · Full text

Quantum Science, Geometric Learning, Convolutional Neural Network +12

A Lie Algebraic Theory of Barren Plateaus for Deep Parameterized Quantum Circuits

Michael Ragone, Bojko Bakalov, Frédéric Sauvage et al. · arXiv (Cornell University) · 2023 · 20 citations · Full text

Rows per page

1–5 of 6