Direct Prediction of Phonon Density of States With Euclidean Neural Networks
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DOI: 10.1002/advs.202004214
Abstract: Abstract Machine learning has demonstrated great power in materials design, discovery, and property prediction. However, despite the success of machine learning in predicting discrete properties, challenges remain for continuous property prediction. The challenge is aggravated… read more here.
Keywords: direct prediction; phonon density; density states; prediction phonon ... See more keywords