Publications by Author: Utke
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Uwe Naumann, Laurent Hascoët, Chris Hill, Paul Hovland, Jan Riehme, Jean Utke
A Framework for Proving Correctness of Adjoint Message-Passing Programs
Conference proceeding, Proceedings of the 15th European PVM/MPI Users' Group Meeting on Recent Advances in Parallel Virtual Machine and Message Passing Interface, Springer-Verlag, 2008
Tools:
NAGWare Fortran 95, OpenAD
Theory & Techniques:
Adjoint, Parallelism
Hany S. Abdel-Khalik, Paul D. Hovland, Andrew Lyons, Tracy E. Stover, Jean Utke
A Low Rank Approach to Automatic Differentiation
Advances in Automatic Differentiation, Springer, 2008
Tools:
OpenAD
Theory & Techniques:
Jacobian-vector product
Andreas Griewank, David Juedes, Jean Utke
A Package for the Automatic Differentiation of Algorithms Written in C/C++. User Manual
Institute of Scientific Computing, Technical University of Dresden, 1996
Tools:
ADOL-C
Jean Utke
A Tracing Facility for Nonsmooth Model Behavior
Argonne National Laboratory,
Tools:
OpenAD
Dmitri Shiriaev, Andreas Griewank, Jean Utke
A User Guide to ADOL--F: Automatic Differentiation of Fortran Codes
TU Dresden, Dept. of Mathematics, 1996
Tools:
ADOL-F
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
Andreas Griewank, David Juedes, H. Mitev, Jean Utke, Olaf Vogel, Andrea Walther
ADOL-C: A Package for the Automatic Differentiation of Algorithms Written in C/C++
Institute of Scientific Computing, Technical University Dresden, 1999
Tools:
ADOL-C
Andreas Griewank, David Juedes, Jean Utke
Algorithm 755: ADOL-C: A Package for the Automatic Differentiation of Algorithms Written in C/ C++
Article in ACM Transactions on Mathematical Software, 1996
Tools:
ADOL-C
Theory & Techniques:
Hessian, Reverse Mode, Taylor Arithmetic, Forward Mode
Jieqiu Chen, Paul Hovland, Todd Munson, Jean Utke
An Integer Programming Approach to Optimal Derivative Accumulation
Recent Advances in Algorithmic Differentiation, Springer, 2012
Theory & Techniques:
Computational Graph
Uwe Naumann, Jean Utke, Andrea Walther
An Introduction to Developing and Using Software Tools for Automatic Differentiation
Conference proceeding, ECCOMAS 2004: Fourth European Congress on Computational Methods in Applied Sciences and Engineering, University of Jyväskylä, 2004
Tools:
OpenAD
D. N. Goldberg, S. H. K. Narayanan, L. Hascoët, J. Utke
An optimized treatment for algorithmic differentiation of an important glaciological fixed-point problem
Article in Geoscientific Model Development, 2016
Application Area:
Climate Modeling
Tools:
OpenAD
Theory & Techniques:
Fixpoint
Azamat Mametjanov, Boyana Norris, Xiaoyan Zeng, Beth Drewniak, Jean Utke, Mihai Anitescu, Paul Hovland
Applying Automatic Differentiation to the Community Land Model
Recent Advances in Algorithmic Differentiation, Springer, 2012
Tools:
OpenAD
Uwe Geitner, Jean Utke, Andreas Griewank
Automatic Computation of Sparse Jacobians by Applying the Method of Newsam and Ramsdell
Computational Differentiation: Techniques, Applications, and Tools, SIAM, 1996
Theory & Techniques:
Sparsity
Mihai Alexe, Oleg Roderick, Jean Utke, Mihai Anitescu, Paul Hovland, Thomas Fanning.
Automatic Differentiation of Codes in Nuclear Engineering Application
Argonne National Laboratory, 2009
Application Area:
Engineering
Tools:
OpenAD, TAPENADE
Theory & Techniques:
Forward Mode, Reverse Mode
Andreas Griewank, Jean Utke
Automatisches Differenzieren als kombinatorisches Problem
Jahrbuch Überblicke Mathematik, Vieweg, 1995
Theory & Techniques:
Combinatorics
Laurent Hascoët, Jean Utke, Uwe Naumann
Cheaper adjoints by reversing address computations
Article in Scientific Programming, IOS Press, 2008
Theory & Techniques:
Code Optimization, Data Flow Analysis, Recomputation, Reverse Mode
Jean Utke, Uwe Naumann
Combinatorial Problems in Open/AD
Combinatorial Scientific Computing, Chapman and Hall/CRC, 2012
Tools:
OpenAD
Theory & Techniques:
Combinatorics
James A. Reed, Jean Utke, Hany S. Abdel-Khalik
Combining Automatic Differentiation Methods for High-Dimensional Nonlinear Models
Recent Advances in Algorithmic Differentiation, Springer, 2012
Application Area:
Uncertainty Analysis
Tools:
OpenAD, Rapsodia
Theory & Techniques:
Higher Order, Reverse Mode
Uwe Naumann, Jean Utke, Andrew Lyons, Mike Fagan
Control Flow Reversal for Adjoint Code Generation
Conference proceeding, Proceedings of the Fourth IEEE International Workshop on Source Code Analysis and Manipulation (SCAM 2004), IEEE Computer Society, 2004
Tools:
OpenAD
Theory & Techniques:
Reverse Mode
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

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