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Super-resolution methods for solving PDEs

This is not an official Google product.

Installation

Clone this repository and install in-place:

git clone https://github.com/google/pde-superresolution.git
pip install -e pde-superresolution

Note that Python 3 is required. Dependencies for the core library (including TensorFlow) are specified in setup.py and should be installed automatically as required.

Running tests

From the source directory, execute each test file:

cd pde-superresolution
python ./pde_superresolution/integrate_test.py
python ./pde_superresolution/training_test.py

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Code for "Data-driven discretization"

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  • Python 100.0%