Improv Dynamic Workflows Article Swipe
John Goforth
,
Thomas Desautels
,
Rebecca M. Haluska
,
Denis Vashchenko
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.11578/dc.20240411.1
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.11578/dc.20240411.1
A workflow is a series of dependent computations which are executed to yield an experimental result, much like sheet music describes a musical performance. Dynamic workflows are like improvisational jazz, in which the musicians create unique, situation-driven, collaborative variations on themes. Dynamic workflows can potentially yield better results, save computation, and/or save human decision-making effort versus pre-specified or manual workflows, as they need not run the exhaustive set of studies which might be required in a pre-specified set, and they make their own experimental design decisions at run time. If you have an existing Maestro study where you would like to save computation and/or human time, Improv is for you. Improv provides core capabilities for creating a simple, hierarchical structure over Maestro studies, allowing you to connect ``experimental'' Maestro strudies with decision-making code to select parameters and run corresponding studies.
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://www.osti.gov/biblio/2338072
- OA Status
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- Related Works
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- OpenAlex ID
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All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4395022976Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.11578/dc.20240411.1Digital Object Identifier
- Title
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Improv Dynamic WorkflowsWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2023Year of publication
- Publication date
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2023-01-01Full publication date if available
- Authors
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John Goforth, Thomas Desautels, Rebecca M. Haluska, Denis VashchenkoList of authors in order
- Landing page
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https://www.osti.gov/biblio/2338072Publisher landing page
- Open access
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YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://www.osti.gov/biblio/2338072Direct OA link when available
- Concepts
-
Workflow, Computer science, DatabaseTop concepts (fields/topics) attached by OpenAlex
- Cited by
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0Total citation count in OpenAlex
- Related works (count)
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10Other works algorithmically related by OpenAlex
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