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Unsupervised machine learning of topological phase transitions from experimental data

Käming, Niklas; Dawid, Anna; Kottmann, Korbinian; Lewenstein, Maciej; Sengstock, Klaus; Dauphin, Alexandre; Weitenberg, Christof


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{
  "description": "<p>Dataset and scripts for our publication &quot;Unsupervised machine learning of topological phase transitions from experimental data&quot;</p>\n\n<p>&nbsp;</p>\n\n<p>The github can be found here:&nbsp;https://github.com/nkaeming/unsupervised-machine-learning-of-topological-phase-transitions-from-experimental-data</p>", 
  "license": "https://opensource.org/licenses/MIT", 
  "creator": [
    {
      "affiliation": "ILP - Institut f\u00fcr Laserphysik, Universit \u0308at  Hamburg,Luruper  Chaussee 149, 22761 Hamburg, Germany", 
      "@id": "https://orcid.org/0000-0001-7926-5797", 
      "@type": "Person", 
      "name": "K\u00e4ming, Niklas"
    }, 
    {
      "affiliation": "Faculty of Physics, University of Warsaw, Pasteura 5, 02-093 Warsaw, Poland", 
      "@type": "Person", 
      "name": "Dawid, Anna"
    }, 
    {
      "affiliation": "ICFO - Institut de Ci`encies Fot`oniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss 3, 08860 Castelldefels (Barcelona), Spain", 
      "@type": "Person", 
      "name": "Kottmann, Korbinian"
    }, 
    {
      "affiliation": "ICFO - Institut de Ci`encies Fot`oniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss 3, 08860 Castelldefels (Barcelona), Spain", 
      "@type": "Person", 
      "name": "Lewenstein, Maciej"
    }, 
    {
      "affiliation": "ILP - Institut f\u00fcr Laserphysik, Universit \u0308at  Hamburg,Luruper  Chaussee 149, 22761 Hamburg, Germany", 
      "@type": "Person", 
      "name": "Sengstock, Klaus"
    }, 
    {
      "affiliation": "ICFO - Institut de Ci`encies Fot`oniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss 3, 08860 Castelldefels (Barcelona), Spain", 
      "@type": "Person", 
      "name": "Dauphin, Alexandre"
    }, 
    {
      "affiliation": "ILP - Institut f\u00fcr Laserphysik, Universit \u0308at  Hamburg,Luruper  Chaussee 149, 22761 Hamburg, Germany", 
      "@type": "Person", 
      "name": "Weitenberg, Christof"
    }
  ], 
  "url": "https://zenodo.org/record/4700379", 
  "datePublished": "2021-01-23", 
  "keywords": [
    "machine learning", 
    "quantum gas", 
    "floquet system"
  ], 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.4700379", 
  "@id": "https://doi.org/10.5281/zenodo.4700379", 
  "@type": "SoftwareSourceCode", 
  "name": "Unsupervised machine learning of topological phase transitions from experimental data"
}
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