Wen-Feng Lin

Closing the loop with generative AI and automated experimentation in electrochemical energy innovation.

Electrochemical energy technologies are central to the net-zero transition, yet their multiscale characteristics ranging from atomic materials to device architectures present critical challenges in research and development (R&D). Although artificial intelligence (AI) has accelerated discovery and design in this field,...