Mat2Stencil: A Modular Matrix-Based DSL for Explicit and Implicit Matrix-Free PDE Solvers on Structured Grid

Partial differential equation (PDE) solvers are extensively utilized across numerous scientific and engineering fields. However, achieving high performance and scalability often necessitates intricate and low-level programming, particularly when leveraging deterministic sparsity patterns in structur...

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Bibliographic Details

Published in:	Proceedings of ACM on programming languages Vol. 7; no. OOPSLA2; pp. 686 - 715
Main Authors:	Cao, Huanqi, Tang, Shizhi, Zhu, Qianchao, Yu, Bowen, Chen, Wenguang
Format:	Journal Article
Language:	English
Published:	New York, NY, USA ACM 16.10.2023
Subjects:	Computing methodologies Domain specific languages Parallel programming languages Shared memory algorithms Software and its engineering Source code generation domain-specific language polyhedral compilation multi-stage programming structured grid performance optimization compiler finite difference method stencil
ISSN:	2475-1421, 2475-1421
Online Access:	Get full text
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