量子点                        
                
                                
                        
                            材料科学                        
                
                                
                        
                            Boosting(机器学习)                        
                
                                
                        
                            沉积(地质)                        
                
                                
                        
                            纳米技术                        
                
                                
                        
                            太阳能电池                        
                
                                
                        
                            光电子学                        
                
                                
                        
                            计算机科学                        
                
                                
                        
                            沉积物                        
                
                                
                        
                            生物                        
                
                                
                        
                            机器学习                        
                
                                
                        
                            古生物学                        
                
                        
                    
            作者
            
                Zhengyan Zhang,Wenran Wang,Huashang Rao,Zhenxiao Pan,Xinhua Zhong            
         
                    
        
    
            
            标识
            
                                    DOI:10.1002/adfm.202501241
                                    
                                
                                 
         
        
                
            摘要
            
            Abstract High loading of quantum dots (QDs) on TiO 2 photoanode is essential for high power conversion efficiency (PCE) for quantum dot‐sensitized solar cells (QDSCs). However, there remains a large portion (≈60%) of TiO 2 substrate uncovered by QDs, which results in insufficient light harvesting and the undesired charge recombination, consequently suppressing the enhancement of performance in QDSCs. Herein, a convenient and effective method for improving QD loading is proposed, wherein a direct deposition (DA) mode is carried out after a chemical deposition of capping ligand‐induced self‐assembly (CLIS). It is found that the DA compared with CLIS modes leads to different adsorption behaviors and the interactions of QDs with TiO 2 substrate, thus additional QDs can be successfully deposited. The elevated QD loading amount enhances the light‐harvesting capability and effectively inhibits undesired charge recombination at the photoanode/electrolyte interfaces. Consequently, the average PCE is boosted to 16.89% from the pristine 14.95%, and a champion PCE of 17.04% is achieved, which is the new record for liquid‐junction QDSCs.
         
            
 
                 
                
                    
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