Publications by Author: Giering
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Ralf Giering, Michael Voßbeck
Increasing Memory Locality by Executing Several Model Instances Simultaneously
Recent Advances in Algorithmic Differentiation, Springer, 2012
Theory & Techniques:
Code Optimization
Ralf Giering, Thomas Kaminski, Bernhard Eisfeld, Nicolas Gauger, Jochen Raddatz, Lars Reimer
Automatic Differentiation of FLOWer and MUGRIDO
MEGADESIGN and MegaOpt --- German Initiatives for Aerodynamic Simulation and Optimization in Aircraft Design, Springer, 2009
Application Area:
Computational Fluid Dynamics
Tools:
TAF
Michael Voßbeck, Ralf Giering, Thomas Kaminski
Development and First Applications of TAC++
Advances in Automatic Differentiation, Springer, 2008
Tools:
TAC++
T. Lavergne, T. Kaminski, B. Pinty, M. Taberner, N. Gobron, M. M. Verstraete, M. Voßbeck, J. -L. Widloski, R. Giering
Application to MISR Land Products of an RPV Model Inversion Package using Adjoint and Hessian Codes
Article in Remote Sensing of the Environment, 2007
Application Area:
Remote Sensing
Tools:
TAF
Theory & Techniques:
Adjoint, Hessian, Uncertainties
C. Othmer, T. Kaminski, R. Giering
Computation of Topological Sensitivities in Fluid Dynamics: Cost Function Versatility
Conference proceeding, ECCOMAS CFD 2006, 2006
Application Area:
Automotive Design
Tools:
TAF
Theory & Techniques:
Iteration
T. Kaminski, R. Giering, C. Othmer
Topological design based on highly efficient adjoints generated by automatic differentiation
Conference proceeding, ERCOFTAC 2006, Design an Optimisation: Methods and Applications, 2006
Application Area:
Automotive Design
Tools:
TAF
Theory & Techniques:
Iteration
Ralf Giering, Thomas Kaminski
Automatic Sparsity Detection Implemented as a Source-to-Source Transformation
Conference proceeding, Computational Science -- ICCS 2006, Springer, 2006
Tools:
TAF
Theory & Techniques:
Sparsity
Ralf Giering, Thomas Kaminski, T. Slawig
Generating Efficient Derivative Code with TAF: Adjoint and Tangent Linear Euler Flow Around an Airfoil
Article in Future Generation Computer Systems, 2005
Application Area:
General, Computational Fluid Dynamics
Tools:
TAF
Theory & Techniques:
Iteration, Reverse Mode
Thomas Kaminski, Ralf Giering, Michael Voßbeck
Efficient Sensitivities for the Spin-up Phase
Automatic Differentiation: Applications, Theory, and Implementations, Springer, 2005
Application Area:
General
Tools:
TAF
Theory & Techniques:
Iteration
W. Knorr, N. Gobron, M. Scholze, P. Rayner, T. Kaminski, R. Giering, H. Widmann, J. Kattge
Carbon and fAPAR assimilation within CCDAS
Conference proceeding, Proceedings of ECMWF/ELDAS Workshop on Land Surface Assimilation, 8-11 November 2004, European Centre for Medium-Range Weather Forecasts, 2005
Application Area:
Biogeochemistry
Theory & Techniques:
Adjoint, Hessian
P. Heimbach, C. Hill, R. Giering
An efficient exact adjoint of the parallel MIT general circulation model, generated via automatic differentiation
Article in Future Generation Computer Systems, Elsevier, 2005
Application Area:
Oceanography
Tools:
TAF, TAMC
Theory & Techniques:
Adjoint, Parallelism
P. Rayner, M. Scholze, W. Knorr, T. Kaminski, R. Giering, H. Widmann
Two decades of terrestrial Carbon fluxes from a Carbon Cycle Data Assimilation System (CCDAS)
Article in Global Biogeochemical Cycles, 2005
Application Area:
Biogeochemistry
Tools:
TAF
Theory & Techniques:
Adjoint, Hessian
Ralf Giering, Thomas Kaminski, Ricardo Todling, Ronald Errico, Ronald Gelaro, Nathan Winslow
Tangent Linear and Adjoint Versions of NASA/GMAO's Fortran 90 Global Weather Forecast Model
Automatic Differentiation: Applications, Theory, and Implementations, Springer, 2005
Application Area:
Meteorology
Tools:
TAF
Theory & Techniques:
Adjoint, Reverse Mode
R. Todling, R. Giering, T. Kaminski, Y. Zhu, J Guo
Retrospective Data Assimilation for GEOS-4
Article in Geophysical Research Abstracts, 2003
Application Area:
Meteorology
Tools:
TAF
Theory & Techniques:
Adjoint, Parallelism
R. Giering, T. Kaminski, R. Todling, S. -J. Lin
Generating the tangent linear and adjoint models of the DAO finite volume GCM's dynamical core by means of TAF
Article in Geophysical Research Abstracts, 2003
Application Area:
Meteorology
Tools:
TAF
Theory & Techniques:
Parallelism
Ralf Giering, Thomas Kaminski
Applying TAF to Generate Efficient Derivative Code of Fortran 77-95 Programs
Article in Proceedings in Applied Mathematics and Mechanics, Elsevier, 2003
Application Area:
General
Tools:
TAF
Theory & Techniques:
Black Box, Normalisation
T. Kaminski, R. Giering, M. Scholze, P. Rayner, W. Knorr.
An example of an automatic differentiation-based modelling system.
Conference proceeding, Computational Science and Its Applications -- ICCSA 2003, Proceedings of the International Conference on Computational Science and its Applications, Montreal, Canada, May 18--21, 2003. Part II, Springer, 2003
Application Area:
Biogeochemistry
Tools:
TAF
Theory & Techniques:
Hessian, Sparsity
Ralf Giering, Thomas Kaminski
Applying TAF to generate efficient derivative code of Fortran 77-95 programs
Conference proceeding, Proceedings of GAMM 2002, Augsburg, Germany, 2002
Application Area:
General
Tools:
TAF
Theory & Techniques:
Black Box, Normalisation
M. Scholze, P. Rayner, W. Knorr, T. Kaminski, R. Giering
A prototype Carbon Cycle Data Assimilation System (CCDAS): Inferring interannual variations of vegetation-atmosphere CO2 fluxes. Abstract CG62A-05
Article in Eos Trans. AGU, 2002
Application Area:
Biogeochemistry
Tools:
TAF
Theory & Techniques:
Hessian
E. Galanti, E. Tziperman, M. Harrison, A. Rosati, Ralf Giering, Z. Sirkes
The Equatorial Thermocline Outcropping --- A Seasonal Control on the Tropical Pacific Ocean-Atmosphere Instability
Article in Journal of Climate, 2002
Application Area:
Oceanography
Tools:
TAMC, TAF

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