32 citations · 33 across the 3 of their papers we have counts for
4 papers
Integrating Deep Learning in Domain Sciences at Exascale
Rick Archibald, Edmond Chow, Eduardo D'Azevedo +8
This paper presents some of the current challenges in designing deep learning artificial intelligence (AI) and integrating it with traditional high-performance computing (HPC) simu…
Asynchronous Richardson iterations
Edmond Chow, Andreas Frommer, Daniel B. Szyld
We consider asynchronous versions of the first and second order Richardson methods for solving linear systems of equations. These methods depend on parameters whose values are chos…
Asynchronous One-Level and Two-Level Domain Decomposition Solvers
Christian Glusa, Paritosh Ramanan, Erik G. Boman +2
Parallel implementations of linear iterative solvers generally alternate between phases of data exchange and phases of local computation. Increasingly large problem sizes on more h…
Knowledge Representation Issues in Semantic Graphs for Relationship Detection
Marc Barthelemy, Edmond Chow, Tina Eliassi-Rad
An important task for Homeland Security is the prediction of threat vulnerabilities, such as through the detection of relationships between seemingly disjoint entities. A structure…