纳米尺度
制作
材料科学
活动层
退火(玻璃)
化学工程
光电子学
纳米技术
有机太阳能电池
太阳能电池
计算机科学
聚合物太阳能电池
复合材料
图层(电子)
工程类
病理
薄膜晶体管
替代医学
聚合物
医学
作者
Fei Lan,Minlin Jiang,Fanan Wei,Quan Tao,Guangyong Li
出处
期刊:International Conference on Nanotechnology
日期:2016-08-01
标识
DOI:10.1109/nano.2016.7751398
摘要
Nanoscale morphology of the active layer in organic solar cells (OSCs) plays a significant role in affecting the overall performance of OSCs. In this work, by using the domain size to describe the morphology change with different annealing temperatures, the influence of annealing to nanoscale morphology in OSCs is intensively studied. Also, machine learning is utilized in investigating the relation between domain size and the annealing temperature. The realization of mapping the domain sizes to their annealing temperatures is significant in bridging the simulation work of OSCs to the actual fabrication process, indicating that the optimized domain sizes obtained through simulation could now be converted to actual annealing temperature in device fabrication.
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