Publications by Author: Naumann
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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
Uwe Naumann
Elimination Techniques for Cheap Jacobians
Automatic Differentiation of Algorithms: From Simulation to Optimization, Springer, 2002
Theory & Techniques:
General
U. Naumann
Exact First and Second Derivatives by Automatic Differentiation
Article in PAMM, Wiley, 2007
not yet classified
P. Stumm, A. Walter, J. Riehme, U. Naumann
Exploiting Structure in Navier-Stokes Simulations
Advances in Automatic Differentiation, Springer, 2008
Tools:
NAGWare Fortran 95
E. Varnik, U. Naumann
Fill-out exploitation on compressed row storage of extended Jacobians
Conference proceeding, Proceedings of the IADIS International Conference on Applied Computing, IADIS, 2007
Theory & Techniques:
Combinatorics
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
Christele Faure, Uwe Naumann
Minimizing the Tape Size
Automatic Differentiation of Algorithms: From Simulation to Optimization, Springer, 2002
Tools:
Odyssee
Theory & Techniques:
Data Flow Analysis
E. Varnik, U. Naumann
On Symbolic Jacobian Accumulation
Conference proceeding, Proceedings of the 9^\th WSEAS International Conference on Applied Mathematics, WSEAS, 2006
Theory & Techniques:
Implementation Strategies
U. Naumann, J. Riehme
On Syntax-Directed Adjoint Fortran Code
Article in Computer Science and Information Systems (ComSIS), 2007
Theory & Techniques:
Implementation Strategies
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
Jean Utke, Uwe Naumann, Andrew Lyons
OpenAD/F: User Manual
Argonne National Laboratory,
Tools:
OpenAD
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
U. Naumann
Optimal Jacobian accumulation is NP-complete
Article in Math. Prog., Springer, 2006
Theory & Techniques:
Combinatorics
U. Naumann
Optimal Jacobian accumulation is NP-complete
Article in Math. Prog., Springer, 2008
Theory & Techniques:
Combinatorics
U. Naumann, Y. Hu
Optimal Vertex Elimination in Single-Expression-Use Graphs
Article in ACM Transactions on Mathematical Software, ACM, 2008
Theory & Techniques:
Combinatorics
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
Optimized Jacobian Accumulation Techniques
Problems in Modern Applied Mathematics, WSES Press, 2000
Theory & Techniques:
Code Optimization
E. Varnik, U. Naumann
Parallel Jacobian Accumulation
Conference proceeding, Parallel Computing: Architectures, Algorithms and Applications. Proceedings of the International Conference ParCo 2007, 4. - 7. September 2007, 2007
Theory & Techniques:
Parallelism
Steve Hague, Uwe Naumann
Present and Future Scientific Computation Environments
Automatic Differentiation of Algorithms: From Simulation to Optimization, Springer, 2002
Application Area:
General
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

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