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mumpcepy: A Python implementation of the Method of Uncertainty Minimization using Polynomial Chaos Expansions

Metadata Updated: July 29, 2022

The Method of Uncertainty Minimization using Polynomial Chaos Expansions (MUM-PCE) was developed as a software tool to constrain physical models against experimental measurements. These models contain parameters that cannot be easily determined from first principles and so must be measured, and some which cannot even be easily measured. In such cases, the models are validated and tuned against a set of global experiments which may depend on the underlying physical parameters in a complex way. The measurement uncertainty will affect the uncertainty in the parameter values.

Access & Use Information

Public: This dataset is intended for public access and use. License: See this page for license information.

Downloads & Resources

Dates

Metadata Created Date March 11, 2021
Metadata Updated Date July 29, 2022
Data Update Frequency irregular

Metadata Source

Harvested from NIST

Additional Metadata

Resource Type Dataset
Metadata Created Date March 11, 2021
Metadata Updated Date July 29, 2022
Publisher National Institute of Standards and Technology
Maintainer
Identifier 592933731171AB19E0531A570681F8251860
Language en
Data Last Modified 2017-09-14
Category Information Technology: Computational science, Mathematics and Statistics: Uncertainty quantification, Chemistry: Chemical thermodynamics and chemical properties
Public Access Level public
Data Update Frequency irregular
Bureau Code 006:55
Metadata Context https://project-open-data.cio.gov/v1.1/schema/data.json
Schema Version https://project-open-data.cio.gov/v1.1/schema
Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
Harvest Object Id 3d897c77-90cc-421d-9400-71f5da0129b3
Harvest Source Id 74e175d9-66b3-4323-ac98-e2a90eeb93c0
Harvest Source Title NIST
Homepage URL https://pages.nist.gov/mumpce_py/
License https://www.nist.gov/open/license
Program Code 006:045
Source Datajson Identifier True
Source Hash 7a9e4991eb23eef8c1f9204d47640dfe7a7d7bca
Source Schema Version 1.1

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