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dielectric

Name: dielectric
Published: 2019-09-04T04:34:33+00:00
License: https://opensource.org/licenses/MIT
Keywords: materials science, materials project, machine learning, benchmark, matbench, automatminer, dielectric constant, dfpt, dft, Condensed Matter Physics, Theory and Design of Materials, Knowledge Representation and Machine Learning

dataset

posted on 2019-09-04, 04:34 authored by Hacking MaterialsHacking Materials

Matbench v0.1 test dataset for predicting refractive index from structure. Adapted from Materials Project database. Removed entries having a formation energy (or energy above the convex hull) more than 150meV and those having refractive indices less than 1 and those containing noble gases. Retrieved April 2, 2019.

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materials science materials project machine learning benchmark matbench automatminer dielectric constant dfpt dft Condensed Matter Physics Theory and Design of Materials Knowledge Representation and Machine Learning

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MIT

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