hawking_net
Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
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Last synced: 6 months ago
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JSON representation
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Repository
Basic Info
- Host: GitHub
- Owner: winger
- License: mit
- Language: Python
- Default Branch: main
- Size: 10.7 KB
Statistics
- Stars: 2
- Watchers: 1
- Forks: 1
- Open Issues: 0
- Releases: 0
Created about 4 years ago
· Last pushed over 2 years ago
Metadata Files
Readme
License
Citation
README.md
hawking_net
Owner
- Name: Vladislav Isenbaev
- Login: winger
- Kind: user
- Location: Mountain View
- Company: Facebook
- Repositories: 21
- Profile: https://github.com/winger
Citation (CITATION.cff)
cff-version: 1.1.0 message: "Please cite the following works when using this software: https://ui.adsabs.harvard.edu/abs/2023ascl.soft02008B" authors: - family-names: Bodnia given-names: Eve - family-names: Isenbaev given-names: Vlad - family-names: Colburn given-names: Kellan - family-names: Swearngin given-names: Joe - family-names: Bouwmeester given-names: Dirk title: "HawkingNet: Finding Hawking points in the Cosmic Microwave Background" version: PLACEHOLDER date-released: PLACEHOLDER identifiers: - type: "ascl-id" value: "2302.008" - type: "doi" value: PLACEHOLDER - type: "bibcode" value: "2023ascl.soft02008B" abstract: "HawkingNet searches for Hawking points in large Cosmic Microwave Background (CMB) data sets. It is based on the deep residual network ResNet18 and consists of eighteen neural layers. Written in Paython, HawkingNet inputs the CMB data, processes the data through its internal network trained for data classification, and outputs the result in a form of a classification score that indicates how confident it is that a Hawking point is contained in the image patch."