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This code is the implementation of MSG

[Multi-scale Graph Neural Network for Physics-informed Fluid Simulation]

Author: Lan Wei and Nikolaos M. Freris

Usage

First, clone the repository locally:

git clone https://github.com/LannWei/MSG.git

Then, install PyTorch == 1.7.1+cu110\ prchvision == 0.8.2+cu110 \ torch-geometric == 2.1.0 \ torch-cluster == 1.5.9 \ torch-scatter == 2.0.7 \ torch-sparse == 0.6.9 \ tensorboardx == 2.4\ tensorboard_logger == 0.1.0 \ bayesian-optimization(Please check BO)\ open3d (latest):

pip install torch==1.7.1+cu110 torchvision==0.8.2+cu110 -f https://download.pytorch.org/whl/torch_stable.html
pip install torch-geometric == 2.1.0
pip install torch-cluster == 1.5.9
pip install torch-scatter == 2.0.7
pip install torch-sparse == 0.6.9
pip install tensorboardx == 2.4
pip install tensorboard_logger == 0.1.0
pip install bayesian-optimization
pip install open3d

Publications

To be updated ... (If you have any questions, feel free to ask me via [email protected])

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