Data release for neutrino oscillation parameters using convolutional neural networks with 9.3 years of data in IceCube DeepCore (doi:10.7910/DVN/U20MMB)

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Part 2: Study Description
Part 5: Other Study-Related Materials
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Document Description

Citation

Title:

Data release for neutrino oscillation parameters using convolutional neural networks with 9.3 years of data in IceCube DeepCore

Identification Number:

doi:10.7910/DVN/U20MMB

Distributor:

Harvard Dataverse

Date of Distribution:

2024-09-03

Version:

2

Bibliographic Citation:

IceCube Collaboration, 2024, "Data release for neutrino oscillation parameters using convolutional neural networks with 9.3 years of data in IceCube DeepCore", https://doi.org/10.7910/DVN/U20MMB, Harvard Dataverse, V2

Study Description

Citation

Title:

Data release for neutrino oscillation parameters using convolutional neural networks with 9.3 years of data in IceCube DeepCore

Identification Number:

doi:10.7910/DVN/U20MMB

Authoring Entity:

IceCube Collaboration

Date of Production:

2024-08-21

Distributor:

Harvard Dataverse

Access Authority:

IceCube Collaboration

Access Authority:

Shiqi Yu

Depositor:

Yu, Shiqi

Date of Deposit:

2024-08-22

Holdings Information:

https://doi.org/10.7910/DVN/U20MMB

Study Scope

Keywords:

Physics, Neutrino oscillation, convolutional neural network

Abstract:

Public data release from the IceCube collaboration for the result in arXiv:2405.02163 ("Measurement of atmospheric neutrino oscillation parameters using convolutional neural networks with 9.3 years of data in IceCube DeepCore"). This public dataset contains two \DeltaLLH maps of the oscillation parameters assuming normal and inverted ordering separately. The absolute difference between the best-fit points in the two orderings has been removed from this release. The details can be found in the README.

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

Related Publications

Citation

Title:

arXiv:2405.02163 [hep-ex]

Bibliographic Citation:

arXiv:2405.02163 [hep-ex]

Other Study-Related Materials

Label:

README.txt

Notes:

text/plain

Other Study-Related Materials

Label:

saved_io_delta_LLH_map.npy

Text:

this npy file contains the scanned grid points, the -2ΔLLH map, and the best-fit point assuming inverted ordering of neutrino masses

Notes:

application/octet-stream

Other Study-Related Materials

Label:

saved_no_delta_LLH_map.npy

Text:

this npy file contains the scanned grid points, the -2ΔLLH map, and the best-fit point assuming normal ordering of neutrino masses

Notes:

application/octet-stream

Other Study-Related Materials

Label:

script.py

Notes:

text/x-python-script