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webxos/webXOS_magnet_dataset

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sourceHugging Faceapache-2.0updated 2mo agoView on Hugging Face
2likes57downloads
Dataset Card

![Website](https://webxos.netlify.app) ![GitHub](https://github.com/webxos/webxos) ![Hugging Face](https://huggingface.co/webxos) ![Follow on X](https://x.com/webxos)

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Dataset Sample Summary

This magnetic field simulation sample 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.

  • —Magnetic field prediction
  • —Physics simulation
  • —Scientific machine learning
  • —Sensor calibration

Sample 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

Sample 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. (webXOS MAGNET DATASETS IDE)

Licensing Information

Apache 2.0