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.gitattributes

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+train-00001-of-00001.jsonl filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+language: en
+license: apache-2.0
+task_categories:
+- physics
+- machine-learning
+tags:
+- physics
+- magnetic-fields
+- simulation
+- science
+---
+
+# Dataset Card for MAGNET_DATASET
+
+## Dataset Description
+
+- **Homepage:** https://github.com/webxos/magnet-datasets
+- **Repository:** https://huggingface.co/datasets/webxos/magnet_dataset
+- **Paper:** N/A
+- **Point of Contact:** webXOS Team
+
+### Dataset Summary
+
+Magnetic field simulation dataset generated by webXOS MAGNET DATASETS v4.0. 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
+
+## Dataset Structure
+
+### 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.
+
+## Dataset Creation
+
+### 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.
+
+## Considerations for Using the Data
+
+### 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.
+
+## Additional Information
+
+### Dataset Curators
+
+webXOS Team
+
+### Licensing Information
+
+Apache 2.0
+
+### Citation Information
+
+```bibtex
+@dataset{webxos_magnet_2026,
+  title = {Magnetic Field Dataset},
+  author = {webXOS},
+  year = {2026},
+  publisher = {Hugging Face},
+  version = {4.0.0}
+}
+```
+
+### Contributions
+
+Thanks to the webXOS team for creating this dataset.

dataset_infos.json

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+{
+  "magnet_dataset": {
+    "description": "Magnetic field simulation dataset",
+    "citation": "@dataset{webxos_magnet_2026,\n  title = {Magnetic Field Dataset},\n  author = {webXOS},\n  year = {2026}\n}",
+    "homepage": "https://huggingface.co/datasets/webxos/magnet_dataset",
+    "license": "apache-2.0",
+    "features": {
+      "timestamp": {
+        "dtype": "int64",
+        "id": null,
+        "_type": "Value"
+      },
+      "type": {
+        "dtype": "string",
+        "id": null,
+        "_type": "Value"
+      },
+      "position": {
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+          "dtype": "float64",
+          "id": null,
+          "_type": "Value"
+        },
+        "id": null,
+        "_type": "Sequence"
+      },
+      "field": {
+        "feature": {
+          "dtype": "float64",
+          "id": null,
+          "_type": "Value"
+        },
+        "id": null,
+        "_type": "Sequence"
+      },
+      "strength": {
+        "dtype": "float64",
+        "id": null,
+        "_type": "Value"
+      }
+    },
+    "post_processed": null,
+    "supervised_keys": null,
+    "task_templates": [],
+    "builder_name": "webxos_magnet",
+    "config_name": "magnet_dataset",
+    "version": {
+      "version_str": "4.0.0",
+      "major": 4,
+      "minor": 0,
+      "patch": 0
+    },
+    "splits": {
+      "train": {
+        "name": "train",
+        "num_bytes": 9116800,
+        "num_examples": 71225,
+        "dataset_name": "magnet_dataset"
+      }
+    },
+    "download_size": 9116800,
+    "dataset_size": 9116800
+  }
+}

metadata.json

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+{
+  "dataset_name": "magnet_dataset",
+  "version": "4.0.0",
+  "created_at": "2026-01-05T01:03:30.368Z",
+  "total_samples": 71225,
+  "magnet_types": [
+    "dipole",
+    "solenoid"
+  ],
+  "data_format": "jsonl",
+  "huggingface_compatible": true,
+  "fix_applied": "v4.0 - Fixed dataset_infos.json structure for HF compatibility"
+}

train-00001-of-00001.jsonl

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