Dataset Open Access

Data publication: Physics-enhanced neural networks for equation-of-state calculations

Callow, Timothy James


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    <subfield code="a">Data publication: Physics-enhanced neural networks for equation-of-state calculations</subfield>
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    <subfield code="a">Cangi, Attila</subfield>
    <subfield code="u">Center for Advanced Systems Understanding (CASUS), Helmholtz-Zentrum Dresden-Rossendorf</subfield>
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    <subfield code="a">Kraisler, Eli</subfield>
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    <subfield code="a">Nikl, Jan</subfield>
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    <subfield code="a">Callow, Timothy James</subfield>
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    <subfield code="a">&lt;p&gt;Data for the&amp;nbsp;paper &amp;quot;Physics-enhanced neural networks for equation-of-state calculations&amp;quot;&lt;/p&gt;

&lt;p&gt;There are two tar folders:&lt;/p&gt;

&lt;ol&gt;
	&lt;li&gt;
	&lt;p&gt;&amp;nbsp;trained_models.tar: This contains the final trained models&lt;/p&gt;
	&lt;/li&gt;
	&lt;li&gt;
	&lt;p&gt;atoMEC_data.tar.gz: This contains the output from the average-atom calculations.&lt;/p&gt;
	&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;For a more detailed explanation of the contents of these folders, please consult the README.md file of this&amp;nbsp;&lt;a href="https://github.com/atomec-project/neuralEOS"&gt;GitHub repository&lt;/a&gt;&lt;/p&gt;</subfield>
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