Publications by Author: Utke
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Order by: [Title], [Author], [Editor], [Year]
Darius Buntinas, Alexis J. Malozemoff, Jean Utke
Efficient generated libraries for asynchronous derivative computation
Article in Procedia Computer Science, 2010
Tools:
Rapsodia
Theory & Techniques:
Parallelism, Taylor Arithmetic
Isabelle Charpentier, Claude Dal Cappello, Jean Utke
Efficient Higher-Order Derivatives of the Hypergeometric Function
Advances in Automatic Differentiation, Springer, 2008
Tools:
Diamant, Rapsodia
Theory & Techniques:
Higher Order, Taylor Arithmetic
Jean Utke
Efficient Newton Steps without Jacobians
Computational Differentiation: Techniques, Applications, and Tools, SIAM, 1996
Tools:
ADOL-C
Theory & Techniques:
Computational Graph, Sparsity
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
Andreas Griewank, Jean Utke, Andrea Walther
Evaluating Higher Derivative Tensors by Forward Propagation of Univariate Taylor Series
Article in Mathematics of Computation, 2000
Tools:
ADOL-C
Isabelle Charpentier, Jean Utke
Fast higher-order derivative tensors with Rapsodia
Article in Optimization Methods & Software, Taylor & Francis, Inc., 2009
Tools:
Rapsodia
Theory & Techniques:
Forward Mode, Higher Order, Taylor Arithmetic
Jean Utke
Flattening Basic Blocks
Automatic Differentiation: Applications, Theory, and Implementations, Springer, 2005
Tools:
OpenAD
Theory & Techniques:
Computational Graph
Michel Schanen, Uwe Naumann, Laurent Hascoët, Jean Utke
Interpretative adjoints for numerical simulation codes using MPI
Article in Procedia Computer Science, 2010
Theory & Techniques:
Adjoint, Parallelism
James Reed, Hany S. Abdel-Khalik, Jean Utke
Low Rank Approach to Computing First and Higher Order Derivatives Using Automatic Differentiation
Conference proceeding, Proceedings of PHYSOR 2012 – Advances in Reactor Physics, Knoxville, Tennessee, USA, April 15-20, American Nuclear Society, 2012
Tools:
OpenAD, Rapsodia
Darius Buntinas, Alexis J. Malozemoff, Jean Utke
Multithreaded derivative computation with generated libraries
Article in Journal of Computational Science, 2010
Tools:
Rapsodia
Theory & Techniques:
Parallelism, Taylor Arithmetic
Andrew Lyons, Jean Utke
On the Practical Exploitation of Scarsity
Advances in Automatic Differentiation, Springer, 2008
Tools:
OpenAD
Theory & Techniques:
Scarsity
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
Jean Utke
OpenAD: Algorithm Implementation User Guide
Mathematics and Computer Science Division, Argonne National Laboratory, 2004
Tools:
OpenAD
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
Andrew Lyons, Ilya Safro, Jean Utke
Randomized heuristics for exploiting Jacobian scarcity
Article in Optimization Methods and Software, 2012
Tools:
OpenAD
Theory & Techniques:
Combinatorics, Scarsity
Isabelle Charpentier, Jean Utke
Rapsodia: User manual
Argonne National Laboratory,
Tools:
Rapsodia
Theory & Techniques:
Forward Mode, Higher Order, Taylor Arithmetic
Paul Hovland, Boyana Norris, Michelle Strout, Sanjukta Bhowmick, Jean Utke
Sensitivity Analysis and Design Optimiziation through Automatic Differentiation
Conference proceeding, SciDAC 2005, 2005
Tools:
OpenAD
Theory & Techniques:
General
Jean Utke, Bradley T. Rearden, Robert A. Lefebvre
Sensitivity Analysis for Mixed-Language Numerical Models
Article in Procedia Computer Science, 2013
Tools:
Rapsodia
Jean Utke, Uwe Naumann
Separating Language Dependent and Independent Tasks for the Semantic Transformation of Numerical Programs
Conference proceeding, Software Engineering and Applications (SEA 2004), ACTA Press, 2004
Tools:
OpenAD
Theory & Techniques:
Implementation Strategies, Reverse Mode, Software Engineering

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