Commit b39b5cdc authored by Emre Ahmetcik's avatar Emre Ahmetcik
Browse files

add metal-nonmetal sisso tutorial

parent 06eeadba
......@@ -132,7 +132,7 @@
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" </div>",
" <div class=\"modal-body modal-credits-body\">",
"",
" <p>We present a tool for predicting the crystal structure of octet binary compounds, by using a set of descriptive parameters (a descriptor) based on free-atom data of the atomic species constituting the binary material. We apply a newly developed method: sure independence screening and sparsifying operator (SISSO), that allows to find an optimal descriptor in a huge feature space containing billions of features &#167;. In this tutorial an $\\ell+0$-optimization is used as the sparsifying operator.",
" <p>We present a tool for predicting the crystal structure of octet binary compounds, by using a set of descriptive parameters (a descriptor) based on free-atom data of the atomic species constituting the binary material. We apply a newly developed method: sure independence screening and sparsifying operator (SISSO), that allows to find an optimal descriptor in a huge feature space containing billions of features &#167;. In this tutorial an $\\ell_0$-optimization is used as the sparsifying operator.",
"The method is described in:",
"<div style=\"padding: 1ex; margin-top: 1ex; margin-bottom: 1ex; border-style: dotted; border-width: 1pt; border-color: blue; border-radius: 3px;\">",
"R. Ouyang, S. Curtarolo, E. Ahmetcik, L. M. Ghiringhelli, and M. Scheffler: <span style=\"font-style: italic;\">SISSO: a compressed-sensing method for systematically identifying efficient physical models of materials properties, </span> <a href=\"http://journals.aps.org/prl/abstract/10.1103/PhysRevLett.114.105503\">https://arxiv.org/abs/1710.03319</a> (2017). <br>",
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