Graph Machine Learning
Birder
chemistry
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Adding comment on O(3) backend in README

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  1. README.md +3 -0
README.md CHANGED
@@ -20,6 +20,9 @@ We provide weights for mimicking the temporal evolution of three different syste
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  - **quartz**: Weights for crystalline quartz using a time interval of 30 fs.
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  - **water**: Weights for liquid bulk water using a time interval of 5 fs.
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  Below we provide an overview of our architecture. For more information we refer to our [preprint](https://arxiv.org/) and [code](https://github.ibm.com/AD-TrajCast/trajcast).
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  <p align="center">
 
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  - **quartz**: Weights for crystalline quartz using a time interval of 30 fs.
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  - **water**: Weights for liquid bulk water using a time interval of 5 fs.
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+ > **_Note_:**
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+ > We provide each model based on two different O(3) backends: [e3nn](https://github.com/e3nn/e3nn) and [cuEquivariance](https://docs.nvidia.com/cuda/cuequivariance/). Choose the state dictionary and config.yaml dependent on whether you have CUDA and cuEquivariance installed. Please note that depending on the device used to initialize a model with the cuEquivariance backend, some parameter names may differ.
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  Below we provide an overview of our architecture. For more information we refer to our [preprint](https://arxiv.org/) and [code](https://github.ibm.com/AD-TrajCast/trajcast).
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  <p align="center">