Smart Spectral Matching (SSM) Article Swipe
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.11578/dc.20221205.2
Smart Spectral Matching (SSM) catalogs spectroscopic data and, within the platform, investigates subtle attributes of spectral signatures from Raman and infrared spectroscopic data and enables statistical identification of connections between underlying structural units and spectroscopic information, particularly in fuel cycle materials that are amorphous or a mixture of several phases. Catalogs spectroscopic data, provides UIs for machine learning training either via JupyterHub for notebooks or domain scientist-specific views, machine learning and catalog REST API Python client libraries, and ability to identify features in files uploaded using pre-trained machine learning models. This is a "service-based" architecture with multiple applications represented by each repository in the group https://github.com/smart-spectral-matching
Related Topics
- Type
- article
- Language
- en
- Landing Page
- https://www.osti.gov/biblio/1901766
- OA Status
- green
- Cited By
- 2
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4392118183
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4392118183Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.11578/dc.20221205.2Digital Object Identifier
- Title
-
Smart Spectral Matching (SSM)Work title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-01-01Full publication date if available
- Authors
-
Marshall McDonnell, Robert Smith, Lance Drane, Ashley E. Shields, Tyler L. Spano, J. L. Niedziela, Andrew Miskowiec, Ian GibbsList of authors in order
- Landing page
-
https://www.osti.gov/biblio/1901766Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://www.osti.gov/biblio/1901766Direct OA link when available
- Concepts
-
Matching (statistics), Computer science, Geography, Mathematics, StatisticsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
2Total citation count in OpenAlex
- Citations by year (recent)
-
2024: 1, 2023: 1Per-year citation counts (last 5 years)
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.domain | 65 |
| abstract_inverted_index.either | 59 |
| abstract_inverted_index.subtle | 12 |
| abstract_inverted_index.views, | 67 |
| abstract_inverted_index.within | 8 |
| abstract_inverted_index.ability | 78 |
| abstract_inverted_index.between | 29 |
| abstract_inverted_index.catalog | 71 |
| abstract_inverted_index.enables | 24 |
| abstract_inverted_index.machine | 56, 68, 87 |
| abstract_inverted_index.mixture | 46 |
| abstract_inverted_index.models. | 89 |
| abstract_inverted_index.phases. | 49 |
| abstract_inverted_index.several | 48 |
| abstract_inverted_index.Catalogs | 50 |
| abstract_inverted_index.Matching | 2 |
| abstract_inverted_index.Spectral | 1 |
| abstract_inverted_index.catalogs | 4 |
| abstract_inverted_index.features | 81 |
| abstract_inverted_index.identify | 80 |
| abstract_inverted_index.infrared | 20 |
| abstract_inverted_index.learning | 57, 69, 88 |
| abstract_inverted_index.multiple | 96 |
| abstract_inverted_index.provides | 53 |
| abstract_inverted_index.spectral | 15 |
| abstract_inverted_index.training | 58 |
| abstract_inverted_index.uploaded | 84 |
| abstract_inverted_index.amorphous | 43 |
| abstract_inverted_index.materials | 40 |
| abstract_inverted_index.notebooks | 63 |
| abstract_inverted_index.platform, | 10 |
| abstract_inverted_index.JupyterHub | 61 |
| abstract_inverted_index.attributes | 13 |
| abstract_inverted_index.libraries, | 76 |
| abstract_inverted_index.repository | 101 |
| abstract_inverted_index.signatures | 16 |
| abstract_inverted_index.structural | 31 |
| abstract_inverted_index.underlying | 30 |
| abstract_inverted_index.connections | 28 |
| abstract_inverted_index.pre-trained | 86 |
| abstract_inverted_index.represented | 98 |
| abstract_inverted_index.statistical | 25 |
| abstract_inverted_index.applications | 97 |
| abstract_inverted_index.architecture | 94 |
| abstract_inverted_index.information, | 35 |
| abstract_inverted_index.investigates | 11 |
| abstract_inverted_index.particularly | 36 |
| abstract_inverted_index.spectroscopic | 5, 21, 34, 51 |
| abstract_inverted_index.identification | 26 |
| abstract_inverted_index."service-based" | 93 |
| abstract_inverted_index.scientist-specific | 66 |
| abstract_inverted_index.https://github.com/smart-spectral-matching | 105 |
| cited_by_percentile_year | |
| countries_distinct_count | 1 |
| institutions_distinct_count | 8 |
| citation_normalized_percentile |