Fig. 1: Chemical steam deposition synthesis and machine-learning-assisted screening of Ru/TiMnOx.
From: Intrinsic metal-support interactions break the activity-stability dilemma in electrocatalysis

a Schematic illustration of the one-step synthesis of Ru/TiMnOx. b X-Ray diffraction (XRD) patterns of Ru/TiMnOx with different Ru, Ti, and Mn ratios. c Overall machine learning diagram, showing the steps of experimentation, feature extraction, and validation. d, e Predicted OER overpotential (η) and deactivation rate (ΔE) with various ternary compositions.