Publications by Author: Lyons
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Order by: [Title], [Author], [Editor], [Year]
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
Andrew Lyons
Acyclic and Star Colorings of Joins of Graphs and an Algorithm for Cographs
Conference proceeding, CTW, 2009
Theory & Techniques:
Combinatorics, graph coloring, Hessian, Sparsity, Static Analysis
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
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
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, Andrew Lyons
OpenAD/F: User Manual
Argonne National Laboratory,
Tools:
OpenAD
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
Heather Cole-Mullen, Andrew Lyons, Jean Utke
Storing Versus Recomputation on Multiple DAGs
Recent Advances in Algorithmic Differentiation, Springer, 2012
Tools:
OpenAD
E. Varnik, U. Naumann, A. Lyons
Toward Low Static Memory Jacobian Accumulation
Article in WSEAS Transactions on Mathematics, WSEAS, 2006
Theory & Techniques:
Implementation Strategies

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