Information on precautionary site access restrictions to Fermilab's Batavia site in response to coronavirus/COVID-19
We continue to review all events currently planned for the next sixty days and organizers will be notified if their event must be canceled, postponed, or held remotely. Please, check back on Indico during this time for updates regarding your meeting specifics.
As DOE O 142.3A, Unclassified Foreign Visits and Assignments Program (FVA) applies not only to physical access to DOE sites, technologies, and equipment, but also information, all remote events hosted by Fermilab must comply with FVA requirements. This includes participant registration and agenda review. Please contact Melissa Ormond, FVA Manager, with any questions.

indico search will be reestablished in the next version upgrade of the software: https://getindico.io/roadmap/
For public events you may use either https://library.fnal.gov/indico-search/ or your browser's search engine: "your search string" site:indico.fnal.gov

# New Perspectives 2018

18-19 June 2018
Fermilab, Wilson Hall
US/Central timezone

## NOvA Reconstruction using Deep Learning

Jun 19, 2018, 4:30 PM
15m
One West (Fermilab, Wilson Hall)

### One West

#### Fermilab, Wilson Hall

Oral Presentation

### Speaker

Micah Groh (Indiana University)

### Description

The NOvA experiment has made measurements of the disappearance of $\nu_\mu$ and the appearance of $\nu_e$ in the NuMI beam at Fermilab. Key to these measurements is the identification of the neutrino flavor and measurement of the neutrino energy, for which NOvA has implemented deep learning algorithms utilizing tools from the field of computer vision. These algorithms, first applied to NOvA's 2016 results, showed significant improvement over previous reconstruction methods. I will present NOvA's implementation of deep learning algorithms using convolutional neural networks for identification of event neutrino flavor and single particles used in the 2018 analysis.

### Primary author

Micah Groh (Indiana University)

 Slides