Metadata-Version: 2.1
Name: poisson-CNN
Version: 0.2.1
Summary: A convolutional neural network based Poisson solver
Home-page: https://github.com/aligirayhanozbay/poisson_CNN
Author: Ali Girayhan Ozbay
Author-email: aligirayhan.ozbay14@imperial.ac.uk
License: UNKNOWN
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)
Classifier: Operating System :: OS Independent
Classifier: Topic :: Scientific/Engineering
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Requires-Dist: numpy
Requires-Dist: opt-einsum
Requires-Dist: tensorflow-gpu (>=2.0.0)
Requires-Dist: pyamg

poisson_CNN is a convolutional neural network model whih estimates the solution of the Poisson equation with four Dirichlet boundary conditions on rectangular grids of variable sizes.

[An article describing the performance of our model](https://arxiv.org/abs/1910.08613) is available on arXiv. [A separate repository of Jupyter notebooks](github.com/aligirayhanozbay/poisson_CNN_jupyter) to generate the results outlined in the article is available.

Installation requires CUDA set up to work with tensorflow-gpu version 2.0.0 or newer. To install, please simply run
```
pip install poisson_CNN
```



