Program Generation Techniques for the developmentand maintenance of Numerical Weather Forecast Grid Models

Victor Goldman; Gerard Cats

doi:10.1007/3-540-60902-4_30

Program Generation Techniques for the developmentand maintenance of Numerical Weather Forecast Grid Models

Victor Goldman, Gerard Cats

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Abstract

This article presents computer-algebra based techniques for the automatic generation and maintenance of numerical codes based on finite difference approximations. The various generation phases — specification, discretization, implementation and translation — as well as their respective knowledge bases, are discussed and specific attention is given to data mappings in the implementation phase and to high-performance language extensions in the Fortran translation phase. The generation of Fortran source for the dynamics part of a limited area weather forecasting grid-point model is discussed and is illustrated by showing the production of a few variants of the surface-pressure tendency code using the present prototype. Finally, we indicate briefly how adjoints can be obtained using the present methodology.

Original language	English
Title of host publication	Applied Parallel Computing Computations in Physics, Chemistry and Engineering Science
Subtitle of host publication	Second International Workshop, PARA '95 Lyngby, Denmark, August 21–24, 1995 Proceedings
Editors	Jack Dongarra, Kaj Madsen, Jerzy Waśniewski
Place of Publication	Berlin, Germany
Publisher	Springer
Pages	267-277
ISBN (Electronic)	978-3-540-49670-0
ISBN (Print)	978-3-540-60902-5
DOIs	https://doi.org/10.1007/3-540-60902-4_30
Publication status	Published - 6 Feb 1996
Event	2nd International Workshop on Applied Parallel Computing Computations in Physics, Chemistry and Engineering Science, PARA 1995 - Lyngby, Denmark Duration: 21 Aug 1995 → 24 Aug 1995 Conference number: 2

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer
Volume	1041
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Workshop

Workshop	2nd International Workshop on Applied Parallel Computing Computations in Physics, Chemistry and Engineering Science, PARA 1995
Abbreviated title	PARA
Country/Territory	Denmark
City	Lyngby
Period	21/08/95 → 24/08/95

Keywords

Computer algebra system
Automatic differentiation
Data assimilation scheme
Pressure tendency
Software synthesis

Access to Document

10.1007/3-540-60902-4_30

Goldman1996programFinal published version, 652 KB

1 Report

Program Generation Techniques for the Development and Maintenance of Numerical Weather Forecast Grid Models
Goldman, V. & Cats, G., 1995, Enschede: University of Twente. 11 p. (Memoranda informatica; no. 95-31)
Research output: Book/Report › Report › Academic

Cite this

Goldman, V., & Cats, G. (1996). Program Generation Techniques for the developmentand maintenance of Numerical Weather Forecast Grid Models. In J. Dongarra, K. Madsen, & J. Waśniewski (Eds.), Applied Parallel Computing Computations in Physics, Chemistry and Engineering Science: Second International Workshop, PARA '95 Lyngby, Denmark, August 21–24, 1995 Proceedings (pp. 267-277). (Lecture Notes in Computer Science; Vol. 1041). Springer. https://doi.org/10.1007/3-540-60902-4_30

Goldman, Victor ; Cats, Gerard. / Program Generation Techniques for the developmentand maintenance of Numerical Weather Forecast Grid Models. Applied Parallel Computing Computations in Physics, Chemistry and Engineering Science: Second International Workshop, PARA '95 Lyngby, Denmark, August 21–24, 1995 Proceedings. editor / Jack Dongarra ; Kaj Madsen ; Jerzy Waśniewski. Berlin, Germany : Springer, 1996. pp. 267-277 (Lecture Notes in Computer Science).

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abstract = "This article presents computer-algebra based techniques for the automatic generation and maintenance of numerical codes based on finite difference approximations. The various generation phases — specification, discretization, implementation and translation — as well as their respective knowledge bases, are discussed and specific attention is given to data mappings in the implementation phase and to high-performance language extensions in the Fortran translation phase. The generation of Fortran source for the dynamics part of a limited area weather forecasting grid-point model is discussed and is illustrated by showing the production of a few variants of the surface-pressure tendency code using the present prototype. Finally, we indicate briefly how adjoints can be obtained using the present methodology.",

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Goldman, V & Cats, G 1996, Program Generation Techniques for the developmentand maintenance of Numerical Weather Forecast Grid Models. in J Dongarra, K Madsen & J Waśniewski (eds), Applied Parallel Computing Computations in Physics, Chemistry and Engineering Science: Second International Workshop, PARA '95 Lyngby, Denmark, August 21–24, 1995 Proceedings. Lecture Notes in Computer Science, vol. 1041, Springer, Berlin, Germany, pp. 267-277, 2nd International Workshop on Applied Parallel Computing Computations in Physics, Chemistry and Engineering Science, PARA 1995, Lyngby, Denmark, 21/08/95. https://doi.org/10.1007/3-540-60902-4_30

Program Generation Techniques for the developmentand maintenance of Numerical Weather Forecast Grid Models. / Goldman, Victor; Cats, Gerard.
Applied Parallel Computing Computations in Physics, Chemistry and Engineering Science: Second International Workshop, PARA '95 Lyngby, Denmark, August 21–24, 1995 Proceedings. ed. / Jack Dongarra; Kaj Madsen; Jerzy Waśniewski. Berlin, Germany: Springer, 1996. p. 267-277 (Lecture Notes in Computer Science; Vol. 1041).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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T1 - Program Generation Techniques for the developmentand maintenance of Numerical Weather Forecast Grid Models

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AU - Cats, Gerard

N1 - Conference code: 2

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N2 - This article presents computer-algebra based techniques for the automatic generation and maintenance of numerical codes based on finite difference approximations. The various generation phases — specification, discretization, implementation and translation — as well as their respective knowledge bases, are discussed and specific attention is given to data mappings in the implementation phase and to high-performance language extensions in the Fortran translation phase. The generation of Fortran source for the dynamics part of a limited area weather forecasting grid-point model is discussed and is illustrated by showing the production of a few variants of the surface-pressure tendency code using the present prototype. Finally, we indicate briefly how adjoints can be obtained using the present methodology.

AB - This article presents computer-algebra based techniques for the automatic generation and maintenance of numerical codes based on finite difference approximations. The various generation phases — specification, discretization, implementation and translation — as well as their respective knowledge bases, are discussed and specific attention is given to data mappings in the implementation phase and to high-performance language extensions in the Fortran translation phase. The generation of Fortran source for the dynamics part of a limited area weather forecasting grid-point model is discussed and is illustrated by showing the production of a few variants of the surface-pressure tendency code using the present prototype. Finally, we indicate briefly how adjoints can be obtained using the present methodology.

KW - Computer algebra system

KW - Automatic differentiation

KW - Data assimilation scheme

KW - Pressure tendency

KW - Software synthesis

U2 - 10.1007/3-540-60902-4_30

DO - 10.1007/3-540-60902-4_30

M3 - Conference contribution

SN - 978-3-540-60902-5

T3 - Lecture Notes in Computer Science

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EP - 277

BT - Applied Parallel Computing Computations in Physics, Chemistry and Engineering Science

A2 - Dongarra, Jack

A2 - Madsen, Kaj

A2 - Waśniewski, Jerzy

PB - Springer

CY - Berlin, Germany

T2 - 2nd International Workshop on Applied Parallel Computing Computations in Physics, Chemistry and Engineering Science, PARA 1995

Y2 - 21 August 1995 through 24 August 1995

ER -

Goldman V, Cats G. Program Generation Techniques for the developmentand maintenance of Numerical Weather Forecast Grid Models. In Dongarra J, Madsen K, Waśniewski J, editors, Applied Parallel Computing Computations in Physics, Chemistry and Engineering Science: Second International Workshop, PARA '95 Lyngby, Denmark, August 21–24, 1995 Proceedings. Berlin, Germany: Springer. 1996. p. 267-277. (Lecture Notes in Computer Science). doi: 10.1007/3-540-60902-4_30

Program Generation Techniques for the developmentand maintenance of Numerical Weather Forecast Grid Models

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Research output

Program Generation Techniques for the Development and Maintenance of Numerical Weather Forecast Grid Models

Cite this