3.6k citations · 10.6k across the 54 of their papers we have counts for
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cond-mat.mtrl-sci2020★ 2 cited
Dataset of Random Relaxations for Crystal Structure Search of Li-Si System
Gowoon Cheon, Lusann Yang, Kevin McCloskey +2
Crystal structure search is a long-standing challenge in materials design. We present a dataset of more than 100,000 structural relaxations of potential battery anode materials fro…
cond-mat.mtrl-sci2020★ 63 cited
Forward and Inverse Design of Kirigami via Supervised Autoencoder
Paul Z. Hanakata, Ekin D. Cubuk, David K. Campbell +1
Machine learning (ML) methods have recently been used as forward solvers to predict the mechanical properties of composite materials. Here, we use a supervised-autoencoder (sAE) to…