A systematic survey of general sparse matrix-matrix multiplication
General Sparse Matrix-Matrix Multiplication (SpGEMM) has attracted much attention from
researchers in graph analyzing, scientific computing, and deep learning. Many optimization …
researchers in graph analyzing, scientific computing, and deep learning. Many optimization …
Productivity, performance, and portability for computational fluid dynamics applications
IZ Reguly, GR Mudalige - Computers & Fluids, 2020 - Elsevier
Hardware trends over the last decade show increasing complexity and heterogeneity in high
performance computing architectures, which presents developers of CFD applications with …
performance computing architectures, which presents developers of CFD applications with …
GraphBLAST: A high-performance linear algebra-based graph framework on the GPU
High-performance implementations of graph algorithms are challenging to implement on
new parallel hardware such as GPUs because of three challenges:(1) the difficulty of coming …
new parallel hardware such as GPUs because of three challenges:(1) the difficulty of coming …
Development of a novel simulator for modelling underground hydrogen and gas mixture storage
Underground hydrogen storage can store grid-scale energy for balancing both short-term
and long-term inter-seasonal supply and demand. However, there is no numerical simulator …
and long-term inter-seasonal supply and demand. However, there is no numerical simulator …
[PDF][PDF] PyAMG: Algebraic multigrid solvers in python
The overarching goals of PyAMG include both readability and performance. This includes
readable implementations of popular variations of AMG (see the Methods section), the ability …
readable implementations of popular variations of AMG (see the Methods section), the ability …
A GPU-based multilevel additive schwarz preconditioner for cloth and deformable body simulation
In this paper, we wish to push the limit of real-time cloth and deformable body simulation to a
higher level with 50K to 500K vertices, based on the development of a novel GPU-based …
higher level with 50K to 500K vertices, based on the development of a novel GPU-based …
Part-scale thermal process modeling for laser powder bed fusion with matrix-free method and GPU computing
F Dugast, P Apostolou, A Fernandez, W Dong… - Additive …, 2021 - Elsevier
This paper presents an efficient GPU-based part-scale thermal process simulator for laser
powder bed fusion (L-PBF) additive manufacturing (AM). To take full advantage of modern …
powder bed fusion (L-PBF) additive manufacturing (AM). To take full advantage of modern …
High-performance parallel graph coloring with strong guarantees on work, depth, and quality
M Besta, A Carigiet, K Janda… - … Conference for High …, 2020 - ieeexplore.ieee.org
We develop the first parallel graph coloring heuristics with strong theoretical guarantees on
work and depth and coloring quality. The key idea is to design a relaxation of the vertex …
work and depth and coloring quality. The key idea is to design a relaxation of the vertex …
Chemomechanical simulation of soap film flow on spherical bubbles
Soap bubbles are widely appreciated for their fragile nature and their colorful appearance.
The natural sciences and, in extension, computer graphics, have comprehensively studied …
The natural sciences and, in extension, computer graphics, have comprehensively studied …
Eulerian incompressible smoothed particle hydrodynamics on multiple GPUs
Recent advances in the development of Eulerian incompressible smoothed particle
hydrodynamics (EISPH), such as high-order convergence and natural coupling with …
hydrodynamics (EISPH), such as high-order convergence and natural coupling with …