FMMTL: FMM template library a generalized framework for kernel matrices. In response to two decades of development in structured dense matrix algorithms and a vast number of research codes, we present designs and progress towards a codebase that is abstracted over the primary domains of research. In the domain of mathematics, this includes the development of interaction kernels and their low-rank expansions. In the domain of high performance computing, this includes the optimized construction, traversal, and scheduling algorithms for the appropriate operations. We present a versatile system that can encompass the design decisions made over a decade of research while providing an abstracted, intuitive, and usable front-end that can integrated into existing linear algebra libraries.
References in zbMATH (referenced in 1 article , 1 standard article )
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- Cecka, Cris; Layton, Simon: FMMTL: FMM template library a generalized framework for kernel matrices (2015)