activity
20152025
most citedPredicting electronic structures at any length scale with machine learning

73 citations · 250 across the 39 of their papers we have counts for

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Showing 2018Show all

5 papers · 1 filter

math.NA2018★ 11 cited

A Robust Hierarchical Solver for Ill-conditioned Systems with Applications to Ice Sheet Modeling

Chao Chen, Leopold Cambier, Erik G. Boman +3

A hierarchical solver is proposed for solving sparse ill-conditioned linear systems in parallel. The solver is based on a modification of the LoRaSp method, but employs a deferred-…

math.NA2018

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…

cs.DC2018★ 2 cited

Geometric Partitioning and Ordering Strategies for Task Mapping on Parallel Computers

Mehmet Deveci, Karen D. Devine, Kevin Pedretti +3

We present a new method for mapping applications' MPI tasks to cores of a parallel computer such that applications' communication time is reduced. We address the case of sparse nod…

cs.DC2018★ 2 cited

Sparse Matrix-Matrix Multiplication on Multilevel Memory Architectures : Algorithms and Experiments

Mehmet Deveci, Simon D. Hammond, Michael M. Wolf +1

Architectures with multiple classes of memory media are becoming a common part of mainstream supercomputer deployments. So called multi-level memories offer differing characteristi…

cs.DC2018★ 2 cited

Multi-threaded Sparse Matrix-Matrix Multiplication for Many-Core and GPU Architectures

Mehmet Deveci, Christian Trott, Sivasankaran Rajamanickam

Sparse Matrix-Matrix multiplication is a key kernel that has applications in several domains such as scientific computing and graph analysis. Several algorithms have been studied i…