聚酰亚胺
材料科学
铜
荧光
精胺
检出限
离子
选择性
基质(化学分析)
化学工程
分析化学(期刊)
纳米技术
光电子学
复合材料
色谱法
图层(电子)
有机化学
化学
光学
催化作用
酶
冶金
工程类
物理
标识
DOI:10.1021/acsami.2c12822
摘要
In this study, a novel Eu(III) functionalized crystalline polyimide hydrogel film (Eu-1) is fabricated by incorporating highly stable polyimide (PI) into a sodium alginate (SA) matrix, followed by cross-linking reaction with Eu3+ ions. Based on different fluorescence responses, Eu-1 is used for the consecutive detection of spermine (Spm) and copper ions (Cu2+). Eu-1 can be employed as a sensor for polyamine, especially for Spm with significant fluorescence enhancement based on the "turn on" mode. The fluorescent sensor Eu-1@Spm constructed by the Eu-1 and Spm can be further used as a "turn off" sensor to quantitatively monitor Cu2+. The good selectivity combined with the low detection limit of the sensor meets the requirements for monitoring Cu2+. The possible luminescence response mechanisms to Spm and Cu2+ have been studied through experimental data and theoretical calculations. In addition, a back-propagation neural network (BPNN) model based on an Eu-1@Spm sensor is constructed, which can accurately distinguish Cu2+ concentrations by deep machine learning (ML). This work not only puts forward a facile method to prepare a novel Eu-functionalized PI-based hybrid film but also demonstrates the potential of PI-based film materials for fluorescence detection.
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