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AI-HFM-Solver

Repository for Physics-infomred Convolutional Neural Networks

Directories:

  • Anisotropic Resistivity Tomography:
  • 2D Kolmogorov Flow:
  • Flow Past a Bluff Body:
  • Urban Modelling:
  • Unstuctured Mesh:

Requirements

To install requirements:

 $ conda env create -f environment.yml 
 $ conda activate ten
 $ python -m ipykernel install --user --name=python3 (optional)

Finally, start Jupyter with a local machine:

 $ jupyter notebook

Or, start Jupyter with a remote server:

 $ jupyter notebook --no-browser --port=<number>

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  • Jupyter Notebook 97.8%
  • Python 2.2%