Publications from 2006
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Christophe Prud'homme
A domain specific embedded language in C++ for automatic differentiation, projection, integration and variational formulations
Article in Scientific Programming, 2006
Theory & Techniques:
Implementation Strategies
B. Cheng
A Duality between Forward and Adjoint MPI Communication Routines
Computational Methods in Science and Technology, Polish Academy of Sciences, 2006
Theory & Techniques:
Parallelism
Jong G. Kim, Elizabeth C. Hunke, William H. Lipscomb
A Sensitivity-Enhanced Simulation Approach for Community Climate System Model
Conference proceeding, Computational Science -- ICCS 2006, Springer, 2006
Application Area:
Meteorology
Tools:
TAPENADE
H. M. Bücker, A. Elsheikh, A. Vehreschild
A System for Interfacing MATLAB with External Software Geared Toward Automatic Differentiation
Conference proceeding, Mathematical Software -- ICMS 2006, Proceedings of the Second International Congress on Mathematical Software, Castro Urdiales, Spain, September 1--3, 2006, Springer, 2006
Tools:
ADIC, ADIFOR, ADiMat
Uwe Naumann, Jean Utke, Carl Wunsch, Chris Hill, Patrick Heimbach, Mike Fagan, Nathan Tallent, Michelle Strout
Adjoint Code by Source Transformation with OpenAD/F
Conference proceeding, Proceedings of the European Conference on Computational Fluid Dynamics (ECCOMAS CFD 2006), TU Delft, 2006
Tools:
OpenAD
Theory & Techniques:
Implementation Strategies, Reverse Mode
C. Praveen
Adjoint code development and optimization using automatic differentiation
NAL, 2006
Application Area:
Computational Fluid Dynamics, Engineering, Optimization
Tools:
TAPENADE
Theory & Techniques:
Adjoint, Code Optimization, Implementation Strategies, Iteration, Reverse Mode
T. Pock, M. Pock, H. Bischof
Algorithmic Differentiation: Application to Variational Problems in Computer Vision
Article in IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Computer Society, 2006
Application Area:
Computer Vision
Tools:
TAC++
Theory & Techniques:
Adjoint, Hessian
Shaun A. Forth
An Efficient Overloaded Implementation of Forward Mode Automatic Differentiation in MATLAB
Article in ACM Transactions on Mathematical Software, 2006
Tools:
TOMLAB /MAD
H. Skaug, D Fournier
Automatic approximation of the marginal likelihood in nonlinear hierarchical models
Article in Computational Statistics and Data Analysis, 2006
Application Area:
Optimization
Tools:
AD Model Builder
Theory & Techniques:
Adjoint, Hessian, Integration of Analytic Derivatives, Reverse Mode
Roscoe A. Bartlett, David M. Gay, Eric T. Phipps
Automatic Differentiation of C++ Codes for Large-Scale Scientific Computing
Conference proceeding, Computational Science -- ICCS 2006, Springer, 2006
Tools:
Fad, Rad
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
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
Vassil N. Alexandrov, Geert Dick van Albada, Peter M. A. Sloot, Jack Dongarra
Computational Science -- ICCS 2006, Proceedings of the 6th International Conference on Computational Science, Reading, UK, May 28--31, 2006. Part IV
Springer, 2006
Theory & Techniques:
General
Eliezer Kahn
Computational Strategies for Meshfree Nonrigid Registration
Ph.D. thesis, Yale University, 2006
Application Area:
Biomedicine, Optimization
Tools:
ADOL-C, Treeverse / Revolve
Theory & Techniques:
Checkpointing, Reverse Mode
S. Dutkiewicz, M. J. Follows, P. Heimbach, J. Marshall
Controls on ocean productivity and air-sea carbon flux: An adjoint model sensitivity study
Article in Geophysical Research Letters, 2006
Application Area:
Oceanography
Tools:
TAF
Mike Fagan, Laurent Hascoët, Jean Utke
Data Representation Alternatives in Semantically Augmented Numerical Models
Conference proceeding, Proceedings of the Sixth IEEE International Workshop on Source Code Analysis and Manipulation (SCAM 2006), IEEE Computer Society, 2006
Tools:
ADIFOR, ADOL-C, OpenAD, TAPENADE
Theory & Techniques:
Implementation Strategies
I. Hoteit, A. Köhl
Efficiency Of Reduced-Order, Time-Dependent Adjoint Data Assimilation Approaches
Article in Journal Of Oceanography, 2006
Application Area:
Oceanography
Tools:
TAF
Theory & Techniques:
Adjoint
Jean Utke, Andrew Lyons, Uwe Naumann
Efficient Reversal of the Interprocedural Flow of Control in Adjoint Computations
Article in Journal of Systems and Software, Elsevier, 2006
Tools:
OpenAD
Theory & Techniques:
Implementation Strategies, Reverse Mode
Barbara Kreaseck, Luis Ramos, Scott Easterday, Michelle Strout, Paul Hovland
Hybrid Static/Dynamic Activity Analysis
Conference proceeding, Computational Science -- ICCS 2006, Springer, 2006
Tools:
ADIC, OpenAD
Theory & Techniques:
Dynamic Analysis, Static Analysis
Carlos E. Christoffersen
Implementation of Exact Sensitivities in a Circuit Simulator Using Automatic Differentiation
Conference proceeding, Proceedings of the 20th European Conference on Modelling and Simulation, Bonn, Sankt Augustin, Germany, May 28--31, 2006, European Council for Modelling and Simulation (ECMS), 2006
Application Area:
Electrical Engineering
Tools:
FADBAD/TADIFF

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