Log in to save to my catalogue

LHC hadronic jet generation using convolutional variational autoencoders with normalizing flows

LHC hadronic jet generation using convolutional variational autoencoders with normalizing flows

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_osti_scitechconnect_2204318

LHC hadronic jet generation using convolutional variational autoencoders with normalizing flows

About this item

Full title

LHC hadronic jet generation using convolutional variational autoencoders with normalizing flows

Publisher

United States: IOP Publishing

Journal title

Machine learning: science and technology, 2023-10, Vol.4 (4)

Language

English

Formats

Publication information

Publisher

United States: IOP Publishing

More information

Scope and Contents

Contents

In high energy physics, one of the most important processes for collider data analysis is the comparison of collected and simulated data. Nowadays the state-of-the-art for data generation is in the form of Monte Carlo (MC) generators. However, because of the upcoming high-luminosity upgrade of the Large Hadron Collider (LHC), there will not be enou...

Alternative Titles

Full title

LHC hadronic jet generation using convolutional variational autoencoders with normalizing flows

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_osti_scitechconnect_2204318

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_osti_scitechconnect_2204318

Other Identifiers

ISSN

2632-2153

E-ISSN

2632-2153

How to access this item