Reveal: An Extensible Reduced-Order Model Builder for Simulation and Modeling

被引：7

作者：

Agarwal, Khushbu ^{[1
]}

Sharma, Poorva ^{[1
]}

Ma, Jinliang ^{[2
]}

Lo, Chaomei ^{[1
]}

Gorton, Ian ^{[1
]}

Liu, Yan ^{[3
]}

机构：

[1] Pacific NW Natl Lab, Richland, WA 99352 USA

[2] Natl Energy Technol Lab, Morgantown, WV USA

[3] Concordia Univ, Dept Elect & Comp Engn, Montreal, PQ, Canada

来源：

COMPUTING IN SCIENCE & ENGINEERING | 2014年 / 16卷 / 02期

关键词：

modeling; reduced-order model; reusable software; scientific computing; simulation; surrogate model;

D O I：

10.1109/MCSE.2013.46

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

Many science domains need to build computationally efficient and accurate representations of high-fidelity, computationally expensive simulations known as reduced-order models (ROMs). The Reveal toolset generates ROMs based on science- and engineering-domain-specific simulations executed on high-performance computing (HPC) platforms. This article describes the Reveal architecture and demonstrates its use.

引用

页码：44 / 53

页数：10

共 6 条

[1] Some Thoughts on Security After Ten Years of qmail 1.0 [J].

Bernstein, Daniel J. .

CSAW'07: PROCEEDINGS OF THE 2007 ACM COMPUTER SECURITY ARCHITECTURE WORKSHOP, 2007, :1-10

[2] LIBSVM: A Library for Support Vector Machines [J].

Chang, Chih-Chung ;

Lin, Chih-Jen .

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2011, 2 (03)

[3]

Gorton Ian, 2011, P 4 INT WORKSH SOFTW, P32

[4] SOFTWARE CHALLENGES FOR EXTREME SCALE COMPUTING: GOING FROM PETASCALE TO EXASCALE SYSTEMS [J].

Heroux, Michael A. .

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, 2009, 23 (04) :437-439

[5]

Koeppel BJ, 2012, PROCEEDINGS OF THE ASME 9TH INTERNATIONAL CONFERENCE ON FUEL CELL SCIENCE, ENGINEERING, AND TECHNOLOGY 2011, P475

[6] Reduced Order Model Based on Principal Component Analysis for Process Simulation and Optimization [J].

Lang, Yi-dong ;

Malacina, Adam ;

Biegler, Lorenz T. ;

Munteanu, Sorin ;

Madsen, Jens I. ;

Zitney, Stephen E. .

ENERGY & FUELS, 2009, 23 (3-4) :1695-1706

← 1 →