时域有限差分法
钙钛矿(结构)
平面的
材料科学
光电子学
纳米-
卤化物
俘获
薄膜
纳米技术
光学
计算机科学
化学
物理
结晶学
无机化学
计算机图形学(图像)
生物
复合材料
生态学
作者
Shuren Sun,Ziang Xie,G. G. Qin,Lixin Xiao
标识
DOI:10.1016/j.orgel.2019.105385
摘要
Organic–inorganic metal halide perovskites have drawn a great deal of attention due to their supreme optical and electrical properties and their potential in future application in optoelectronic devices. Here, we carry out finite-difference time-domain (FDTD) simulation on different experimentally realistic structures of perovskite solar cells (PSC) and optimize their parameters with assistance of neural network (NN). We find an optimized structure with 30.48% enhancement comparing to planar structure and the fact that with properly design, 300-nm-thick nano-textured structure can outperform 900-nm-thick planar structure. We believe that light trapping structure is essential in thin film PSCs and also has a great potential in lead-free PSCs.
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