Papers › LeXInt: GPU-accelerated Exponential Integrators package
LeXInt: GPU-accelerated Exponential Integrators package
Pranab J Deka, Alexander Moriggl, Lukas Einkemmer
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We present an open-source CUDA-based package that consists of a compilation of exponential integrators where the action of the matrix exponential or the φₗ functions on a vector is approximated using the method of polynomial interpolation at Leja points. Using a couple of test examples on an NVIDIA A100 GPU, we show that one can achieve significant speedups using CUDA over the corresponding CPU code. LeXInt, written in a modular format, facilitates easy integration into any existing software package, and can be used for temporal integration of any differential equation.
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