December 15, 2025 Dataset Open Access

Steinbach, Peter

MARC21 XML Export

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    <subfield code="a">A dataset for exploring regression and classification of particle accelerator control and resulting beam positions</subfield>
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    <subfield code="a">&lt;p&gt;This dataset simple_ARES.csv was generated with the open-source &lt;a href="https://cheetah-accelerator.readthedocs.io/en/latest/index.html"&gt;cheetah simulator&lt;/a&gt; for didactical purposes. &lt;/p&gt;&#13;
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&lt;p&gt;To reproduce the dataset, do the following in a python 3.12 environment:&lt;/p&gt;&#13;
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&lt;p&gt;1. source .venv/bin/activate&lt;/p&gt;&#13;
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&lt;p&gt;2. uv sync&lt;/p&gt;&#13;
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&lt;p&gt;3. python ./generate_simple.py # or execute all cells in ./generate_simple.ipynb&lt;/p&gt;</subfield>
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