skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: RAVEN Beta Release

Abstract

This documents the release of the Risk Analysis Virtual Environment (RAVEN) code. A description of the RAVEN code is provided, and discussion of the release process for the M2LW-16IN0704045 milestone. The RAVEN code is a generic software framework to perform parametric and probabilistic analysis based on the response of complex system codes. RAVEN is capable of investigating the system response as well as the input space using Monte Carlo, Grid, or Latin Hyper Cube sampling schemes, but its strength is focused toward system feature discovery, such as limit surfaces, separating regions of the input space leading to system failure, using dynamic supervised learning techniques. RAVEN has now increased in maturity enough for the Beta 1.0 release.

Authors:
 [1];  [1];  [1];  [1];  [1];  [1];  [1];  [1]
  1. Idaho National Lab. (INL), Idaho Falls, ID (United States)
Publication Date:
Research Org.:
Idaho National Lab. (INL), Idaho Falls, ID (United States)
Sponsoring Org.:
USDOE Office of Nuclear Energy (NE)
OSTI Identifier:
1245532
Report Number(s):
INL/EXT-16-37953
TRN: US1601234
DOE Contract Number:  
AC07-05ID14517
Resource Type:
Technical Report
Country of Publication:
United States
Language:
English
Subject:
97 MATHEMATICS AND COMPUTING; 22 GENERAL STUDIES OF NUCLEAR REACTORS; R CODES; MONTE CARLO METHOD; PROBABILISTIC ESTIMATION; RISK ASSESSMENT; FAILURES; SAMPLING; MOOSE; nuclear; optimization; PRA; safety; simulation; uncertainty quantification

Citation Formats

Rabiti, Cristian, Alfonsi, Andrea, Cogliati, Joshua Joseph, Mandelli, Diego, Kinoshita, Robert Arthur, Wang, Congjian, Maljovec, Daniel Patrick, and Talbot, Paul William. RAVEN Beta Release. United States: N. p., 2016. Web. doi:10.2172/1245532.
Rabiti, Cristian, Alfonsi, Andrea, Cogliati, Joshua Joseph, Mandelli, Diego, Kinoshita, Robert Arthur, Wang, Congjian, Maljovec, Daniel Patrick, & Talbot, Paul William. RAVEN Beta Release. United States. doi:10.2172/1245532.
Rabiti, Cristian, Alfonsi, Andrea, Cogliati, Joshua Joseph, Mandelli, Diego, Kinoshita, Robert Arthur, Wang, Congjian, Maljovec, Daniel Patrick, and Talbot, Paul William. Mon . "RAVEN Beta Release". United States. doi:10.2172/1245532. https://www.osti.gov/servlets/purl/1245532.
@article{osti_1245532,
title = {RAVEN Beta Release},
author = {Rabiti, Cristian and Alfonsi, Andrea and Cogliati, Joshua Joseph and Mandelli, Diego and Kinoshita, Robert Arthur and Wang, Congjian and Maljovec, Daniel Patrick and Talbot, Paul William},
abstractNote = {This documents the release of the Risk Analysis Virtual Environment (RAVEN) code. A description of the RAVEN code is provided, and discussion of the release process for the M2LW-16IN0704045 milestone. The RAVEN code is a generic software framework to perform parametric and probabilistic analysis based on the response of complex system codes. RAVEN is capable of investigating the system response as well as the input space using Monte Carlo, Grid, or Latin Hyper Cube sampling schemes, but its strength is focused toward system feature discovery, such as limit surfaces, separating regions of the input space leading to system failure, using dynamic supervised learning techniques. RAVEN has now increased in maturity enough for the Beta 1.0 release.},
doi = {10.2172/1245532},
journal = {},
number = ,
volume = ,
place = {United States},
year = {Mon Feb 01 00:00:00 EST 2016},
month = {Mon Feb 01 00:00:00 EST 2016}
}

Technical Report:

Save / Share: