E
Edmond Chow
Researcher at Georgia Institute of Technology
Publications - 126
Citations - 6393
Edmond Chow is an academic researcher from Georgia Institute of Technology. The author has contributed to research in topics: Matrix (mathematics) & Iterative method. The author has an hindex of 27, co-authored 114 publications receiving 5319 citations. Previous affiliations of Edmond Chow include Lawrence Livermore National Laboratory & Columbia University.
Papers
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Proceedings ArticleDOI
Scalable algorithms for molecular dynamics simulations on commodity clusters
Kevin J. Bowers,Edmond Chow,Huafeng Xu,Ron O. Dror,Michael P. Eastwood,Brent A. Gregersen,John L. Klepeis,István Kolossváry,Mark A. Moraes,Federico D. Sacerdoti,John K. Salmon,Yibing Shan,David E. Shaw +12 more
TL;DR: This work presents several new algorithms and implementation techniques that significantly accelerate parallel MD simulations compared with current state-of-the-art codes, including a novel parallel decomposition method and message-passing techniques that reduce communication requirements, as well as novel communication primitives that further reduce communication time.
Proceedings ArticleDOI
Millisecond-scale molecular dynamics simulations on Anton
David E. Shaw,Ron O. Dror,John K. Salmon,J. P. Grossman,Kenneth M. Mackenzie,Joseph A. Bank,Cliff Young,Martin M. Deneroff,Brannon Batson,Kevin J. Bowers,Edmond Chow,Michael P. Eastwood,Douglas J. Ierardi,John L. Klepeis,Jeffrey S. Kuskin,Richard H. Larson,Kresten Lindorff-Larsen,Paul Maragakis,Mark A. Moraes,Stefano Piana,Yibing Shan,Brian Towles +21 more
TL;DR: Anton's performance when executing actual MD simulations whose accuracy has been validated against both existing MD software and experimental observations is reported, allowing the observation of aspects of protein dynamics that were previously inaccessible to both computational and experimental study.
Journal ArticleDOI
Approximate Inverse Preconditioners via Sparse-Sparse Iterations
Edmond Chow,Yousef Saad +1 more
TL;DR: Newton, "global," and column-oriented algorithms, and options for initial guesses, self-preconditioning, and dropping strategies are discussed, and some limited theoretical results on the properties and convergence of approximate inverses are derived.
Proceedings ArticleDOI
A Scalable Distributed Parallel Breadth-First Search Algorithm on BlueGene/L
Andy Yoo,Edmond Chow,Keith Henderson,William Clarence McLendon,Bruce Hendrickson,Ümit V. Çatalyürek +5 more
TL;DR: This paper presents a distributed breadth- first search (BFS) scheme that scales for random graphs with up to three billion vertices and 30 billion edges, and develops efficient collective communication functions for the 3D torus architecture of BlueGene/L that take advantage of the structure in the problem.
Journal ArticleDOI
Experimental study of ILU preconditioners for indefinite matrices
Edmond Chow,Yousef Saad +1 more
TL;DR: A better practical understanding is gained of ILU preconditioners and how these problems can sometimes be circumvented through pivoting, reordering, scaling, perturbing diagonal elements, and preserving symmetric structure.