Skip to main content

A convolutional neural network based Poisson solver

Project description

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 is available on arXiv. A separate repository of Jupyter notebooks 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

Project details

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

poisson_CNN-0.2.0.tar.gz (27.7 kB view hashes)

Uploaded source

Built Distribution

poisson_CNN-0.2.0-py3-none-any.whl (47.8 kB view hashes)

Uploaded py3

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Huawei Huawei PSF Sponsor Microsoft Microsoft PSF Sponsor NVIDIA NVIDIA PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page