Machine learning-guided scalable manufacturing of high-efficiency perovskite solar modules

The transition from lab-scale demonstrations to industrial production of perovskite photovoltaics faces significant challenges in scalability, particularly the persistent area-dependent efficiency loss. Traditional trial-and-error approaches struggle with the multi-dimensional parameter...