Zhiqian Wan

Machine learning-genetic algorithm coupled optimization of heteroatom-doped carbon electrodes for vanadium redox flow batteries

The development and optimization of high-performance carbon electrodes are critical for vanadium redox flow batteries (VRFBs). However, electrode performance is influenced by multiple interacting factors, while traditional experimental approaches are often time-consuming, ineffic...