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--- |
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language: en |
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license: apache-2.0 |
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task_categories: |
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- tabular-classification |
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- tabular-regression |
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- time-series-forecasting |
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tags: |
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- physics |
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- magnetic-fields |
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- simulation |
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- science |
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- electromagnetism |
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- synthetic-data |
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- tabular |
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- webdataset |
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--- |
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[](https://webxos.netlify.app) |
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[](https://github.com/webxos/webxos) |
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[](https://huggingface.co/webxos) |
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[](https://x.com/webxos) |
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<div style=" |
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background: #00FF00; |
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border-left: 4px solid #00FF00; |
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padding: 1.5rem; |
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margin: 2rem 0; |
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font-family: 'Fira Code', 'Courier New', monospace; |
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color: #00FF00; |
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border-radius: 0 8px 8px 0; |
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"> |
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<pre style=" |
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font-size: 12px; |
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line-height: 1.2; |
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margin: 0; |
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overflow-x: auto; |
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color: #00FF00; |
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"> |
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___ ___ ___ ___ ___ |
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/\ \ /\__\ _____ /| | /\ \ /\__\ |
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_\:\ \ /:/ _/_ /::\ \ |:| | /::\ \ /:/ _/_ |
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/\ \:\ \ /:/ /\__\ /:/\:\ \ |:| | /:/\:\ \ /:/ /\ \ |
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_\:\ \:\ \ /:/ /:/ _/_ /:/ /::\__\ __|:|__| /:/ \:\ \ /:/ /::\ \ |
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/\ \:\ \:\__\ /:/_/:/ /\__\ /:/_/:/\:|__| /::::\__\_____ /:/__/ \:\__\ /:/_/:/\:\__\ |
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\:\ \:\/:/ / \:\/:/ /:/ / \:\/:/ /:/ / ~~~~\::::/___/ \:\ \ /:/ / \:\/:/ /:/ / |
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\:\ \::/ / \::/_/:/ / \::/_/:/ / |:|~~| \:\ /:/ / \::/ /:/ / |
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\:\/:/ / \:\/:/ / \:\/:/ / |:| | \:\/:/ / \/_/:/ / |
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\::/ / \::/ / \::/ / |:|__| \::/ / /:/ / |
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\/__/ \/__/ \/__/ |/__/ \/__/ \/__/ |
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</pre> |
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</div> |
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### Dataset Summary |
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This magnetic field simulation dataset was generated by the webXOS MAGNET DATASETS IDE which can be downloaded from the |
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/generator/ folder so that users can create similar datasets. This dataset contains simulated magnetic field measurements |
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for various magnet configurations. |
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### Supported Tasks and Leaderboards |
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- Magnetic field prediction |
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- Physics simulation |
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- Scientific machine learning |
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- Sensor calibration |
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### Languages |
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English |
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### Data Instances |
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Each instance contains: |
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- timestamp: Generation timestamp |
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- type: Magnet type (dipole, solenoid, etc.) |
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- position: [x, y, z] coordinates in meters |
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- field: [Bx, By, Bz] magnetic field vector in Tesla |
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- strength: Magnitude of magnetic field in Tesla |
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### Data Splits |
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The dataset has only a train split with 71,225 examples. |
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### Curation Rationale |
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This dataset was created to provide high-quality simulated magnetic field data for machine learning research in physics and engineering. |
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### Source Data |
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Synthetic data generated using physics-based simulations. |
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### Annotations |
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No annotations, only raw simulation data. |
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### Personal and Sensitive Information |
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None. |
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### Social Impact of Dataset |
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This dataset enables research in electromagnetic field prediction and physics-informed machine learning. |
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### Discussion of Biases |
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The data is synthetic and evenly distributed across magnet types. |
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### Other Known Limitations |
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Data is simulated and may not match real-world measurements exactly. |
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### Dataset Curator |
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webXOS |
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### Licensing Information |
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Apache 2.0 |
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### Citation Information |
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```bibtex |
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@dataset{webxos_magnet_dataset, |
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title = {Magnet Dataset by webXOS}, |
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author = {webXOS}, |
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year = {2026}, |
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} |
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``` |
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