A SISSO-based active-learning workflow with bagging and Monte-Carlo feature dropout found 12 acid-stable oxides from 1470 candidates in 30 DFT-HSE06 iterations.
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Materials-Discovery Workflows Guided by Symbolic Regression: Identifying Acid-Stable Oxides for Electrocatalysis
A SISSO-based active-learning workflow with bagging and Monte-Carlo feature dropout found 12 acid-stable oxides from 1470 candidates in 30 DFT-HSE06 iterations.