Publications by Author: Gebremedhin
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Order by: [Title], [Author], [Editor], [Year]
D. Bozdag, A. H. Gebremedhin, F. Manne, E. Boman, U. Catalyurek
A Framework for Scalable Greedy Coloring on Distributed Memory Parallel Computers
Article in Journal of Parallel and Distributed Computing, 2008
Theory & Techniques:
Parallelism, Sparsity
Mu Wang, Assefaw Gebremedhin, Alex Pothen
Capitalizing on live variables: new algorithms for efficient Hessian computation via automatic differentiation
Article in Mathematical Programming Computation, 2016
Theory & Techniques:
Hessian
Assefaw H. Gebremedhin, Duc Nguyen, Md. Mostofa Ali Patwary, Alex Pothen
ColPack: Software for graph coloring and related problems in scientific computing
Article in ACM Trans. Math. Softw., ACM, 2013
Tools:
ColPack
Theory & Techniques:
graph coloring, Sparsity
A. H. Gebremedhin, A. Pothen, A. Tarafdar, A. Walther
Efficient Computation of Sparse Hessians Using Coloring and Automatic Differentiation
Article in INFORMS Journal on Computing, 2009
Tools:
ADOL-C, ColPack
Theory & Techniques:
graph coloring, Sparsity
Benjamin Letschert, Kshitij Kulshreshtha, Andrea Walther, Duc Nguyen, Assefaw Gebremedhin, Alex Pothen
Exploiting Sparsity in Automatic Differentiation on Multicore Architectures
Recent Advances in Algorithmic Differentiation, Springer, 2012
Theory & Techniques:
Parallelism, Sparsity
Assefaw H. Gebremedhin, Alex Pothen, Andrea Walther
Exploiting Sparsity in Jacobian Computation via Coloring and Automatic Differentiation: A Case Study in a Simulated Moving Bed Process
Advances in Automatic Differentiation, Springer, 2008
Tools:
ADOL-C
Theory & Techniques:
Sparsity
Sri Hari Krishna Narayanan, Boyana Norris, Paul Hovland, Assefaw Gebremedhin
Implementation of Partial Separability in a Source-to-Source Transformation AD Tool
Recent Advances in Algorithmic Differentiation, Springer, 2012
Theory & Techniques:
partial separability
A. H. Gebremedhin, A. Tarafdar, F. Manne, A. Pothen
New Acyclic and Star Coloring Algorithms with Applications to Hessian Computation
Article in SIAM Journal on Scientific Computing, 2007
Theory & Techniques:
Hessian, Sparsity
Sri Hari Krishna Narayanan, Boyana Norris, Paul Hovland, Duc C. Nguyen, Assefaw H. Gebremedhin
Sparse Jacobian Computation Using ADIC2 and ColPack
Article in Procedia Computer Science, 2011
Application Area:
Chemistry
Tools:
ADIC, ColPack
Theory & Techniques:
Sparsity
Assefaw Hadish Gebremedhin, Fredrik Manne, Alex Pothen
What Color Is Your Jacobian? Graph Coloring for Computing Derivatives
Article in SIAM Review, SIAM, 2005
Theory & Techniques:
Sparsity

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