Narrows solves the discrete ordinates transport equation using a neural network.
To install and run narrows:
$ git clone https://github.com/llnl/narrows.git
$ virtualenv -p python3.8 venv
$ ./venv/bin/pip install -r narrows/requirements.txt
$ cd narrows/test
$ ../../venv/bin/python ../bin/narrows full_slab.yaml
$ ../../venv/bin/python ./analyze.py full_slab -s
Narrows is a small, open source, research project. Questions, discussion,
and contributions are welcome. Contributions may include bugfixes,
documentation, or even new features. Please submit a
pull request
with develop as the destination branch in the
Narrows repository.
Narrows was created by Mike Pozulp (pozulp1@llnl.gov), Kyle Bilton, and Patrick Brantley.
If you are referencing Narrows in a publication, please cite the following paper:
- Michael M. Pozulp. 1D Transport Using Neural Nets, SN, and MC. In Proceedings of M&C 2019, 876-885. Portland, Oregon, August 25-29, 2019. LLNL-CONF-772639.
Narrows is distributed under the terms of the MIT license. All new contributions must be made under the MIT license. See LICENSE for details.
SPDX-License-Identifier: MIT
LLNL-CODE-806068