---
language: en
license: apache-2.0
task_categories:
- tabular-classification
- tabular-regression
- time-series-forecasting
tags:
- physics
- magnetic-fields
- simulation
- science
- electromagnetism
- synthetic-data
- tabular
- webdataset
---

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      ___           ___                         ___            ___           ___     
     /\  \         /\__\         _____         /|  |          /\  \         /\__\    
    _\:\  \       /:/ _/_       /::\  \       |:|  |         /::\  \       /:/ _/_   
   /\ \:\  \     /:/ /\__\     /:/\:\  \      |:|  |        /:/\:\  \     /:/ /\  \  
  _\:\ \:\  \   /:/ /:/ _/_   /:/ /::\__\   __|:|__|       /:/  \:\  \   /:/ /::\  \ 
 /\ \:\ \:\__\ /:/_/:/ /\__\ /:/_/:/\:|__| /::::\__\_____ /:/__/ \:\__\ /:/_/:/\:\__\
 \:\ \:\/:/  / \:\/:/ /:/  / \:\/:/ /:/  / ~~~~\::::/___/ \:\  \ /:/  / \:\/:/ /:/  /
  \:\ \::/  /   \::/_/:/  /   \::/_/:/  /      |:|~~|      \:\  /:/  /   \::/ /:/  / 
   \:\/:/  /     \:\/:/  /     \:\/:/  /       |:|  |       \:\/:/  /     \/_/:/  /  
    \::/  /       \::/  /       \::/  /        |:|__|        \::/  /        /:/  /   
     \/__/         \/__/         \/__/         |/__/          \/__/         \/__/    
    </pre>
</div>

### Dataset Summary

This magnetic field simulation dataset was generated by the webXOS MAGNET DATASETS IDE which can be downloaded from the 
/generator/ folder so that users can create similar datasets. This dataset contains simulated magnetic field measurements 
for various magnet configurations.

### Supported Tasks and Leaderboards

- Magnetic field prediction
- Physics simulation
- Scientific machine learning
- Sensor calibration

### Languages

English

### Data Instances

Each instance contains:
- timestamp: Generation timestamp
- type: Magnet type (dipole, solenoid, etc.)
- position: [x, y, z] coordinates in meters
- field: [Bx, By, Bz] magnetic field vector in Tesla
- strength: Magnitude of magnetic field in Tesla

### Data Splits

The dataset has only a train split with 71,225 examples.

### Curation Rationale

This dataset was created to provide high-quality simulated magnetic field data for machine learning research in physics and engineering.

### Source Data

Synthetic data generated using physics-based simulations.

### Annotations

No annotations, only raw simulation data.

### Personal and Sensitive Information

None.

### Social Impact of Dataset

This dataset enables research in electromagnetic field prediction and physics-informed machine learning.

### Discussion of Biases

The data is synthetic and evenly distributed across magnet types.

### Other Known Limitations

Data is simulated and may not match real-world measurements exactly.

### Dataset Curator

webXOS

### Licensing Information

Apache 2.0

### Citation Information

```bibtex
@dataset{webxos_magnet_dataset,
  title = {Magnet Dataset by webXOS},
  author = {webXOS},
  year = {2026},
}
```