icecube---neutrinos-in-deep-ice--tracking-the-direction-of-neutrinos
Detecting the direction of neutrinos helps trace cosmic activity including gamma ray bursts, neutrino stars, exploding stars or black holes. An MLR model with statistical significance of coefficients is developed to predict the azimuth and zenith angles to track direction. Data comes from the "IceCube" detector, located deep within South Pole ice.
https://github.com/practice-pro/icecube---neutrinos-in-deep-ice--tracking-the-direction-of-neutrinos
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Repository
Detecting the direction of neutrinos helps trace cosmic activity including gamma ray bursts, neutrino stars, exploding stars or black holes. An MLR model with statistical significance of coefficients is developed to predict the azimuth and zenith angles to track direction. Data comes from the "IceCube" detector, located deep within South Pole ice.
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- Host: GitHub
- Owner: practice-pro
- License: bsd-3-clause
- Language: Jupyter Notebook
- Default Branch: main
- Size: 164 KB
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Metadata Files
README.md
IceCube---Neutrinos-in-Deep-Ice--Tracking-the-direction-of-neutrinos
Detecting the direction of neutrinos helps trace cosmic activity including gamma ray bursts, neutrino stars, exploding stars or black holes. An MLR model with statistical significance of coefficients is developed to predict the azimuth and zenith angles to track direction. Data comes from the "IceCube" detector, located deep within South Pole ice. The calculation of Azimuth and Zenith angle would help figure out the orientation of earth with the source's plane and the exact position of the source.
Acknowledgments
This repository utilizes the following dataset:
- IceCube - Neutrinos in Deep Ice:
Kaggle competition dataset (2023) by Ashley Chow, Lukas Heinrich, Philipp Eller, Rasmus Ørsøe, and Sohier Dane.
View the Dataset on Kaggle.
For citation, use the following BibTeX entry: ```bibtex @misc{icecube-neutrinos-in-deep-ice, author = {Ashley Chow and Lukas Heinrich and Philipp Eller and Rasmus Ørsøe and Sohier Dane}, title = {IceCube - Neutrinos in Deep Ice}, year = {2023}, howpublished = {\url{https://kaggle.com/competitions/icecube-neutrinos-in-deep-ice}}, note = {Kaggle} }
Use the citation metadata provided in the CITATION.cff file for more formats.
Owner
- Login: practice-pro
- Kind: user
- Repositories: 1
- Profile: https://github.com/practice-pro
Citation (CITATION.cff)
message: "If you use this repository, please cite it using the following details:"
authors:
- family-names: Mallapragada
given-names: Suma
orcid: https://orcid.org/0009-0000-3441-6168
title: IceCube---Neutrinos-in-Deep-Ice--Tracking-the-direction-of-neutrinos
version: "1.0.0"
date-released: "2025-01-12"
url: https://github.com/practice-pro/IceCube---Neutrinos-in-Deep-Ice--Tracking-the-direction-of-neutrinos
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