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include citations in paper
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freifrauvonbleifrei committed Nov 17, 2023
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2 changes: 1 addition & 1 deletion paper.bib
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Expand Up @@ -17,7 +17,7 @@ @phdthesis{obersteiner_spatially_2021
date = {2021}
}

@inproceedings{pollingerLeveragingComputePower2023b,
@inproceedings{pollingerLeveragingComputePower2023,
title = {Leveraging the {{Compute Power}} of {{Two HPC Systems}} for {{Higher-Dimensional Grid-Based Simulations}} with the {{Widely-Distributed Sparse Grid Combination Technique}}},
booktitle = {Proceedings of the {{International Conference}} for {{High Performance Computing}}, {{Networking}}, {{Storage}} and {{Analysis}}},
author = {Pollinger, Theresa and Van Craen, Alexander and Niethammer, Christoph and Breyer, Marcel and Pflüger, Dirk},
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7 changes: 4 additions & 3 deletions paper.md
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Expand Up @@ -22,6 +22,7 @@ authors:
affiliations:
- name: University of Stuttgart, Scientific Computing, Stuttgart, Germany
index: 1
nocite: @obersteiner_spatially_2021
date: 16 November 2023
bibliography: paper.bib

Expand All @@ -43,20 +44,20 @@ By updating each other's information throughout the simulation, the grids still

`DisCoTec` is a C++ framework for the sparse grid combination technique.
Targeted at HPC systems, it is used for parallel simulations,
drawing on distributed-memory parallelism via MPI and shared-memory parallelism via OpenMP.
drawing on distributed-memory parallelism via MPI [@heeneMassivelyParallelCombination2018] and shared-memory parallelism via OpenMP.
It is designed to be used in combination with existing simulation codes,
which can be used with `DisCoTec` in a black-box fashion.

A further application includes the widely-distributed simulation of higher-dimensional problems,
in which multiple HPC systems cooperate to solve a joint simulation.
in which multiple HPC systems cooperate to solve a joint simulation [@pollingerLeveragingComputePower2023].
The transfer cost is relatively low due to the multi-scale approach in the combination technique
-- much less than with a traditional domain-decomposition.
This feature is enabled by file transfer through tools like UFTP.

Basically, any code that can operated on nested structured grids can employ the model order reduction
provided by the underlying sparse grid approach without considering any multiscale operations; this is provided by DisCoTec.
Although already 2D applications can see significant benefits, the higher-dimensional (4- to 6-dimensional)
grids employed in high-fidelity plasma simulations benefit even more.
grids employed in high-fidelity plasma simulations benefit even more [@pollingerStableMassconservingSparse2023].


# Acknowledgements
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