RaulMurillo / ANNSIM_22

Code for reproducing ANNSIM 2022 results

ANNSIM_22

Code for reproducing ANNSIM 2022 results.
For more information, refer to the original paper: The Effects of Numerical Precision In Scientific Applications

Quick start

Sources in physic_probs/ make use of Universal Numbers Library, while the models in DNN/ are implemented on Qtorch+. You would need to install those libraries to use the sources in this repo.

Universal library is necessary to compile the projects.
Use the script update_cmake.sh with option -p <universal directory> for quick setup.

Citation

If you find this repo useful, please cite our paper listed below.

@inproceedings{Murillo2022Effects,
  author={Murillo, Raul and Barrio, Alberto A. Del and Botella, Guillermo},
  booktitle={2022 Annual Modeling and Simulation Conference (ANNSIM)}, 
  title={The Effects of Numerical Precision In Scientific Applications}, 
  year={2022},
  volume={},
  number={},
  pages={152--163},
  doi={10.23919/ANNSIM55834.2022.9859379}
}

Credits

Some of the original sources are taken from https://people.sc.fsu.edu/~jburkardt/ and https://people.math.sc.edu/Burkardt/