Data · dataset · 2025
Dataset supporting publication: "Remote-sensing based control of 3D magnetic fields using machine learning for in-operando applications".
Listed in TU Wien Research Data
About the dataset This dataset supports a study where precise 3D magnetic field control is achieved using a hexapole electromagnet system combined with a multi-layer perceptron neural network.
Description
The work demonstrates how the neural network enables to calibrate non-linear field responses when direct measurements at the position of interest are not feasible. The dataset includes code and processed data for reproducing the figures from the associated paper, and is intended to support further research in in-operando experiments that require high-precision field control.
For more information about the code and data, please refer to the readme.txt file. The published paper can be found here: doi.org/10.48550/arXiv.2411.10374 Requirements The code was executed with Python 3.12, the dependencies are listed in requirements.txt . Licenses The data is licensed under CC-BY, the code is licensed under MIT.
Links
Where it is published
- TU Wien Research Data record researchdata.tuwien.ac.at/records/1p8az-15q45 ↗
landing page · from researchdata tuwien ac at
- DOI doi.org/10.48436/1p8az-15q45 ↗
DOI / persistent id · from researchdata tuwien ac at
Catalogue records · 1
- InvenioRDM API researchdata.tuwien.ac.at/api/records/1p8az-15q45 ↗
metadata API · from researchdata tuwien ac at
Topics
- Stated by source
- Physical sciences
- From keywords
- Physics
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| TU Wien Research Data | 1p8az-15q45 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tuwien ac at | connector:researchdata_tuwien_ac_at@1.0.0 | |
| concepts[field].local:field:physics | mapping · researchdata tuwien ac at | vocabulary-mapper@1.0.0 | keywords['Physical sciences'] |
| concepts[topic].invenio_subject:researchdata_tuwien_ac_at:physical-sciences | source · researchdata tuwien ac at | connector:researchdata_tuwien_ac_at@1.0.0 | |
| description | source · researchdata tuwien ac at | connector:researchdata_tuwien_ac_at@1.0.0 | /metadata/description |
| license | source · researchdata tuwien ac at | connector:researchdata_tuwien_ac_at@1.0.0 | |
| publication_date | source · researchdata tuwien ac at | connector:researchdata_tuwien_ac_at@1.0.0 | |
| title | source · researchdata tuwien ac at | connector:researchdata_tuwien_ac_at@1.0.0 | /metadata/title |
| updated_date | source · researchdata tuwien ac at | connector:researchdata_tuwien_ac_at@1.0.0 | |
| version_label | source · researchdata tuwien ac at | connector:researchdata_tuwien_ac_at@1.0.0 |