Electronic Structure · foundry-ml
foundry_aflow_band_gaps_v1-1
A curated dataset of AFLOW band gaps formatted for training and evaluating machine learning models.
What foundry_aflow_band_gaps_v1-1 is
foundry_aflow_band_gaps_v1-1 is an electronic structure dataset provided by foundry-ml for applications across materials science, physics, and chemistry. It supplies band-gap measurements to support computational research into material properties.
The dataset extracts band-gap figures directly from the AFLOW high-throughput materials database. It presents these data in a standardised structure intended for developing and testing machine learning models.
How it was made
The dataset aggregates band-gap entries sourced from the AFLOW high-throughput materials framework and formats them into an accessible structure suitable for training and evaluating machine learning algorithms.
Key facts
- Publisher
- foundry-ml
- Source repository
- AFLOW high-throughput materials database
- Category
- Electronic Structure
- Scientific fields
- Materials science, physics, chemistry
- Primary target property
- Band gap
What you can use it for
- Machine learning model training
- Train predictive models on materials-science band-gap records.
- Predictive model evaluation
- Benchmark and evaluate electronic-structure machine learning architectures against AFLOW band-gap data.
- Electronic structure research
- Investigate computational band-gap trends across materials documented within the AFLOW repository.
Explore the data
No licence declared
The authors have not published a licence, which means no permission to redistribute the data has been granted to anyone. The rows are not served here; read them on the original dataset page.Strengths and limits
Good at
- Pre-formatted for machine learning training and evaluation workflows.
- Draws data from the established AFLOW high-throughput materials framework.
Watch out for
- Restricted to band-gap values rather than a broader suite of electronic or structural properties.
- Limited to records and calculations derived from the AFLOW database.
Questions
Can I look inside foundry_aflow_band_gaps_v1-1 without downloading it?
Not here: it declares no licence, so no permission to redistribute its rows has been granted. Its description and statistics are still shown.
What licence is foundry_aflow_band_gaps_v1-1 under?
Its authors have not declared a licence, which means no permission to reuse or redistribute it has been granted.
What primary property does this dataset record?
It records materials band-gap values from the AFLOW computational database.
What are the primary disciplines for this dataset?
It is intended for researchers working in materials science, physics, and chemistry.
How is the dataset intended to be used in computational workflows?
It is structured to train and evaluate machine learning models targeting electronic structure properties.
Written from foundry_aflow_band_gaps_v1-1's own dataset card. Statements citing a figure that does not appear there are removed before publication. Licence and running details come from our registry.