Datasets:

webxos
/

webXOS_magnet_dataset

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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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

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