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Adds link to glassy dynamics dataset in google cloud storage.
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PiperOrigin-RevId: 306811363
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thomaskeck authored and diegolascasas committed Apr 21, 2020
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Expand Up @@ -6,6 +6,9 @@ network model described in our
The model can be trained using the training binary included in this repository,
and the dataset published with our paper.

Pretrained model checkpoints and the dataset are available via the
[google cloud platform](https://console.cloud.google.com/storage/browser/deepmind-research-glassy-dynamics).


## Abstract

Expand All @@ -26,14 +29,20 @@ other physical systems that map to a graph of local interaction.

## Dataset

### System description

The dataset was generated with the LAMMPS molecular dynamics package.
The simulated system has periodic boundaries and is a binary mixture of 4096
large (A) and small (B) particles that interact via a 6-12 Lennard-Jones
potential.
The interaction coefficients are set for a typical Kob-Andersen configuration.

### Download

The dataset (and model checkpoints) can be downloaded using [gsutil](https://cloud.google.com/storage/docs/downloading-objects).
To download the entire GCP bucket (~100GB) use:
> gsutil -m cp -R gs://deepmind-research-glassy-dynamics .


### Data format

The data is stored in Python's pickle format protocol version 3.
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