Boosting(机器学习)
非线性系统
笼子
钙钛矿(结构)
材料科学
非线性光学
光电子学
纳米技术
计算机科学
物理
化学
人工智能
工程类
结晶学
量子力学
结构工程
作者
Yupei Sun,Kangshuai Geng,Jing Huang,Yi Wei,Hongwei Hou
标识
DOI:10.1021/acscentsci.5c00863
摘要
Perovskite quantum dots (PeQDs) exhibit great potential in third-order nonlinear optics due to their unique optical properties and nanoscale dimensions. However, technical challenges still exist in controlling the size, morphology, and distribution. To address this issue, we utilize the confinement effect of the Cu-metal-organic framework (MOF) ({[Cu1.75L0.75(Pz-NH2)0.125(μ3-O)0.125(μ2-OH)0.25(H2O)0.375]·3CH3CN} n , where L = 5,5'-(1H-2,3,5-triazole-1,4-diyl)-diisophthalic acid) with cage-like pores to encapsulate ABBr3-QDs (A = MA (methylammonium), FA (formamidine); B = Pb, Sn), resulting in uniformly dispersed ABBr3-QDs within the Cu-MOF. The results of the third-order nonlinear optical (NLO) response show that, compared to PeQDs, the third-order NLO absorption of ABBr3-QDs@Cu-MOF is enhanced by a factor of 6.36. Theoretical calculations and femtosecond transient absorption spectroscopy (fs-TAS) analysis reveal that the observed changes in NLO properties are primarily attributed to the redistribution of the electron clouds in PeQDs and Cu-MOF. This reconfiguration alters the band structure, facilitates the separation of free electron-hole pairs, and precisely controls the direction and relaxation time of free carrier transport, leading to a significant improvement in third-order NLO performance. Furthermore, by adjusting the composition of the cations, the third-order NLO signal of PeQDs@Cu-MOF can be effectively tuned. This study provides new insights into the development of high-performance third-order NLO materials.
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