Dr. Yicun Huang ( Chalmers University of Technology ) is Marie Skłodowska-Curie Fellow in the Automatic Control research unit. His research interest centers on physics-based models for electrode materials and hazardous reactions inside Li-ion battery cells. He has been involved in a project targeting diagnosing algorithms and control strategies for avoiding thermal runaway. One of his current research questions is how to augment conventional, physics-based battery models by incorporating neural networks for real-time implementations.