# 10316 Materials Design with ML and AI (Jan 22) — Data

来源：https://www.kaggle.com/competitions/dtu10316-jan22/data

本地 Meta Kaggle 快照；不是本次实时页面。

# Dataset Description


## File descriptions
*   **train.json** - the training set
*   **test.json**  - the test set
*   **submission_example.csv** - a sample submission file in the correct format (Voigt modulus is here a random number)

## Data fields
* 'ID' - arbitrary ID for the materials
* 'formula' - Stoichiometric formula
* 'etot' - Total energy
* 'dynamic_stability_level' - Dynamic stability (0=unstable, 1=stable)
* 'atoms' - The ase.atoms object of the material
* 'Voigt_modulus' - The Voigt bulk modulus in GPa