Design and testing of novel oxide electrocatalysts for alkaline-exchange membrane fuel cells and electrolyzers, solid oxide fuel cells, and artificial photosynthesis. Materials characterization using spectroscopy and diffraction, including XPS, AES, XAS, XES, XRR, and XRD. Top-down materials design using machine learning.