README.md

---
license: other
task_categories:
  - tabular-regression
  - tabular-classification
tags:
  - materials-science
  - chemistry
  - foundry-ml
  - scientific-data
size_categories:
  - 1K<n<10K
---

# Metallic Glasses and their Properties

Dataset containing experimental max casting diameters of 998 metallic glasses

## Dataset Information

- **Source**: [Foundry-ML](https://github.com/MLMI2-CSSI/foundry)
- **DOI**: [10.18126/fs5e-kr15](https://doi.org/10.18126/fs5e-kr15)
- **Year**: 2021
- **Authors**: Voyles, Paul M, Schultz, Lane E., Morgan, Dane, Francis, Carter, Afflerbach, Benjamin, Hakeem, Abdulrhman
- **Data Type**: tabular

### Fields

| Field | Role | Description | Units |
|-------|------|-------------|-------|
| Composition | input | Material composition |  |
| Reference | input | Original data reference |  |
| Tg_[K] | input | Glass transition temperature | K |
| Tx_[K] | input | Crystallization temperature | K |
| Tl_[K] | input | Liquidus temperature | K |
| Zmax_[mm] | input | Maximum casting size | mm |
| Dmax_[mm] | target | Maximum casting diameter | mm |


### Splits

- **train**: train


## Usage

### With Foundry-ML (recommended for materials science workflows)

```python
from foundry import Foundry

f = Foundry()
dataset = f.get_dataset("10.18126/fs5e-kr15")
X, y = dataset.get_as_dict()['train']
```

### With HuggingFace Datasets

```python
from datasets import load_dataset

dataset = load_dataset("Dataset_metallicglass_Dmax")
```

## Citation

```bibtex
@misc{https://doi.org/10.18126/fs5e-kr15
doi = {10.18126/fs5e-kr15}
url = {https://doi.org/10.18126/fs5e-kr15}
author = {Voyles, Paul M and Schultz, Lane E. and Morgan, Dane and Francis, Carter and Afflerbach, Benjamin and Hakeem, Abdulrhman}
title = {Metallic Glasses and their Properties}
keywords = {machine learning, foundry}
publisher = {Materials Data Facility}
year = {root=2021}}
```

## License

other

---

*This dataset was exported from [Foundry-ML](https://github.com/MLMI2-CSSI/foundry), a platform for materials science datasets.*