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| Order by:
[Title],
[Author],
[Editor],
[Year] |
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Uwe Naumann
Efficient Calculation of Jacobian Matrices by Optimized Application of the Chain Rule to Computational Graphs
Ph.D. thesis,
Technical University of Dresden, 1999 |
Theory & Techniques:
Static Analysis, X-Country
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Uwe Naumann, Jean Utke
Optimality-Preserving Elimination of Linearities in Jacobian Accumulation
Article in
Electronic Transactions on Numerical Analysis (ETNA), Kent State University,
2005 |
Tools:
OpenAD
Theory & Techniques:
Computational Graph, X-Country
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Uwe Naumann
Optimal Accumulation of Jacobian Matrices by Elimination Methods on the Dual Computational Graph
Article in
Mathematical Programming, Ser. A, 2004 |
Theory & Techniques:
General, X-Country
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Uwe Naumann, Jan Riehme
A Differentiation-Enabled Fortran 95 Compiler
Article in
ACM Transactions on Mathematical Software, 2005 |
Tools:
NAGWare Fortran 95
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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
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Uwe Naumann
Cheaper Jacobians by Simulated Annealing
Article in
SIAM J. Opt., 2002 |
Theory & Techniques:
Code Optimization
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Andreas Griewank, Uwe Naumann
Accumulating Jacobians as Chained Sparse Matrix Products
Article in
Math. Prog., Springer,
2003 |
Theory & Techniques:
Code Optimization, General
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Malcolm Cohen, Uwe Naumann, Jan Riehme
Towards Differentiation-Enabled Fortran 95 Compiler Technology
Conference proceeding,
Proceedings of the 18th ACM Symposium on Applied Computing, Melbourne, Florida, USA, March 9--12, 2003, 2003 |
Tools:
NAGWare Fortran 95
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Andreas Albrecht, Peter Gottschling, Uwe Naumann
Markowitz-type heuristics for computing Jacobian Matrices efficiently
Conference proceeding,
Computational Science -- ICCS 2003, Springer,
2003 |
Theory & Techniques:
Code Optimization
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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
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Jean Utke, Uwe Naumann, Mike Fagan, Nathan Tallent, Michelle Strout, Patrick Heimbach, Chris Hill, Carl Wunsch
OpenAD/F: A Modular, Open-Source Tool for Automatic Differentiation of Fortran Codes
Article in
ACM Transactions on Mathematical Software, 2008 |
Tools:
OpenAD
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Laurent Hascoët, Uwe Naumann, Valérie Pascual
``To be recorded″ analysis in reverse-mode automatic differentiation
Article in
Future Generation Computer Systems, 2005 |
Tools:
TAPENADE
Theory & Techniques:
Adjoint, Data Flow Analysis, Reverse Mode, Static Analysis
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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
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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
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Jean Utke, Laurent Hascoët, Patrick Heimbach, Chris Hill, Paul Hovland, Uwe Naumann
Toward Adjoinable MPI
Conference proceeding,
Proceedings of the 10th IEEE International Workshop on Parallel and Distributed Scientific and Engineering, PDSEC-09, 2009 |
Tools:
OpenAD
Theory & Techniques:
Adjoint, Parallelism
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Jean Utke, Uwe Naumann, Andrew Lyons
OpenAD/F: User Manual
Argonne National Laboratory, |
Tools:
OpenAD
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U. Naumann, J. Riehme
On Syntax-Directed Adjoint Fortran Code
Article in
Computer Science and Information Systems (ComSIS), 2007 |
Theory & Techniques:
Implementation Strategies
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U. Naumann
Exact First and Second Derivatives by Automatic Differentiation
Article in
PAMM, Wiley,
2007 |
not yet classified
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J. Riehme, U. Naumann, B. Christianson
The differentiation-enabled NAGWare Fortran Compiler
Article in
PAMM, Wiley,
2007 |
Tools:
NAGWare Fortran 95
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U. Naumann, Y. Hu
Optimal Vertex Elimination in Single-Expression-Use Graphs
Article in
ACM Transactions on Mathematical Software, ACM,
2008 |
Theory & Techniques:
Combinatorics
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