An Extensible Reduced Order Model Builder for Simulation and Modeling
Abstract
REVEAL is a software framework for building reduced order models (surrogate models) for high fidelity complex scientific simulations. REVEAL is designed to do reduced order modeling and sensitivity analysis for scientific simulations. REVEAL incorporates a range of sampling and regression methods. It provides complete user environment and is adaptable to new simulators, runs jobs on any computing platform of choice, automatically post processes simulation results and provides a range of data analysis tools. The software is generic and can easily be extended to incorporate new methods, simulators.
- Publication Date:
- Research Org.:
- Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
- Sponsoring Org.:
- USDOE
- Contributing Org.:
- Khushbu Agarwal (PNNL) Poorva Sharma (PNNL) Jinliang Ma (NETL) Chaomei Lo (PNNL) Ian Gorton (PNNL)
- OSTI Identifier:
- 1303407
- Report Number(s):
- iREVEAL; 002795MLTPL00
- DOE Contract Number:
- AC05-76RL01830
- Resource Type:
- Software
- Software Revision:
- 00
- Software Package Number:
- 002795
- Software Package Contents:
- Susan Sprake at Los Alamos National Laboratory will handle all distribution.
- Software CPU:
- MLTPL
- Source Code Available:
- Yes
- Other Software Info:
- Work performed under carbon capture simulation initiative.
- Related Software:
- Contains third party open source software and requires third party code to run: Python2.6; R 2.9.1; Rpy 1.0.3; Numpy 1.6.1; Java; Aspen Plus (commercial); gPROMS (commercial); COFE.
- Country of Publication:
- United States
Citation Formats
. An Extensible Reduced Order Model Builder for Simulation and Modeling.
Computer software. Vers. 00. USDOE. 28 Sep. 2012.
Web.
. (2012, September 28). An Extensible Reduced Order Model Builder for Simulation and Modeling (Version 00) [Computer software].
. An Extensible Reduced Order Model Builder for Simulation and Modeling.
Computer software. Version 00. September 28, 2012.
@misc{osti_1303407,
title = {An Extensible Reduced Order Model Builder for Simulation and Modeling, Version 00},
author = {},
abstractNote = {REVEAL is a software framework for building reduced order models (surrogate models) for high fidelity complex scientific simulations. REVEAL is designed to do reduced order modeling and sensitivity analysis for scientific simulations. REVEAL incorporates a range of sampling and regression methods. It provides complete user environment and is adaptable to new simulators, runs jobs on any computing platform of choice, automatically post processes simulation results and provides a range of data analysis tools. The software is generic and can easily be extended to incorporate new methods, simulators.},
doi = {},
url = {https://www.osti.gov/biblio/1303407},
year = {Fri Sep 28 00:00:00 EDT 2012},
month = {Fri Sep 28 00:00:00 EDT 2012},
note =
}
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