REVEAL
Real-time Electrocatalyst eVolution through Enhanced AI-driven X-ray and Live Optical imaging
The REVEAL project combines operando optical imaging with ex-situ nanoscale X-ray analysis to probe dynamic surface restructuring in high-entropy alloys under bi-functional electrocatalytic conditions. By training generative deep learning models on paired optical-X-ray data, we map reflectance to spectral features, enabling in silico reconstruction of surface chemical states—linking film evolution and O₂/H₂ gas formation at individual grain boundaries.
