| Order by:
[Title],
[Author],
[Editor],
[Year] |
|---|
|
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
|
|
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
|
|
|
Uwe Naumann
Reducing the Memory Requirement in Reverse Mode Automatic Differentiation by Solving TBR Flow Equations
Conference proceeding,
Computational Science -- ICCS 2002, Proceedings of the International Conference on Computational Science, Amsterdam, The Netherlands, April 21--24, 2002. Part II, Springer,
2002 |
Theory & Techniques:
Static Analysis
|
|
|
Jean Utke, Uwe Naumann
Software Technological Issues in Automating the Semantic Transformation of Numerical Programs
Conference proceeding,
Software Engineering and Applications, Proceedings of the Seventh IASTED International Conference, ACTA Press,
2003 |
Tools:
OpenAD
Theory & Techniques:
Software Engineering
|
|
|
Paul D. Hovland, Uwe Naumann, Boyana Norris
An XML-Based Platform for Semantic Transformation of Numerical Programs
Conference proceeding,
Software Engineering and Applications, ACTA Press,
2002 |
Tools:
OpenAD
|
|
|
U. Naumann
DAG reversal is NP-complete
Article in
Journal of Discrete Algorithms, 2009 |
Theory & Techniques:
data-flow reversal
|
|
|
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
|
|
|
Uwe Naumann
A Matrix-Free Exact Newton Method
Article in
SIAM Journal on Scientific Computing, 2024 |
Theory & Techniques:
Inverse Jacobian
|
|
|
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
|
|
|
Jan Riehme, Uwe Naumann
Using the Differentiation-Enabled NAGWare Fortran 95 Compiler -- A Guided Tour
Conference proceeding,
ECCOMAS 2004: Fourth European Congress on Computational Methods in Applied Sciences and Engineering, European Community on Computational Methods in Applied Sciences,
2004 |
Tools:
NAGWare Fortran 95
|
|
|
Uwe Naumann, Jan Riehme
A Differentiation-Enabled Fortran 95 Compiler
Article in
ACM Transactions on Mathematical Software, 2005 |
Tools:
NAGWare Fortran 95
|
|
|
Uwe Naumann, Andre Vehreschild
Tangent-Linear Models by Augmented LL-Parsers
Conference proceeding,
Computational Science and Its Applications -- ICCSA 2006, Proceedings of the International Conference on Computational Science and its Applications, Glasgow, UK, May 8--11, 2006. Part I, Springer,
2006 |
Theory & Techniques:
Forward Mode, Implementation Strategies
|
|
|
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
|
|
|
Uwe Naumann, Patrick Heimbach
Coupling Tangent-Linear and Adjoint Models
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:
Oceanography
Tools:
TAF
|
|
|
Uwe Naumann, Peter Gottschling
Prospects for Simulated Annealing in Automatic Differentiation
Conference proceeding,
SAGA 2001 - Stochastic Algorithms, Foundations and Applications, Springer,
2001 |
Theory & Techniques:
Code Optimization
|
|
|
Uwe Naumann
Cheaper Jacobians by Simulated Annealing
Article in
SIAM J. Opt., 2002 |
Theory & Techniques:
Code Optimization
|
|
|
Andreas Griewank, Uwe Naumann
Accumulating Jacobians as Chained Sparse Matrix Products
Article in
Math. Prog., Springer,
2003 |
Theory & Techniques:
Code Optimization, General
|
|
|
Uwe Naumann
An Enhanced Markowitz Rule for Accumulating Jacobians Efficiently
Conference proceeding,
ALGORITHMY'2000 Conference on Scientific Computing, 2000 |
Theory & Techniques:
Code Optimization
|
|
|
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
|
|
|
Uwe Naumann, Peter Gottschling
Simulated Annealing for Optimal Pivot Selection in Jacobian Accumulation
Conference proceeding,
Stochastic Algorithms: Foundations and Applications, Springer,
2003 |
Theory & Techniques:
Code Optimization
|
