Is machine learning redefining the perovskite solar cells?

2021 ◽  
Author(s):  
Nishi Parikh ◽  
Meera Karamta ◽  
Neha Yadav ◽  
Mohammad Mahdi Tavakoli ◽  
Daniel Prochowicz ◽  
...  
Keyword(s):  
Machine Learning ◽  
Solar Cells ◽  
Perovskite Solar Cells

scholarly journals Identification of the dominant recombination process for perovskite solar cells based on machine learning

2021 ◽  
Vol 2 (2) ◽  
pp. 100346
Author(s):  
Vincent M. Le Corre ◽  
Tejas S. Sherkar ◽  
Marten Koopmans ◽  
L. Jan Anton Koster
Keyword(s):  
Machine Learning ◽  
Solar Cells ◽  
Perovskite Solar Cells ◽  
Recombination Process

scholarly journals A Machine Learning Approach for Metal Oxide based Polymer Composites as Charge Selective Layers in Perovskite Solar Cells

ChemPlusChem ◽  
2021 ◽  
Author(s):  
Ayşegül Uygun Öksüz ◽  
Murat Onur Yildirim ◽  
Elif Ceren Gok ◽  
Naveen Harindu Hemasiri ◽  
Esin Eren ◽  
...  
Keyword(s):  
Machine Learning ◽  
Solar Cells ◽  
Metal Oxide ◽  
Polymer Composites ◽  
Perovskite Solar Cells ◽  
Learning Approach ◽  
Machine Learning Approach

Machine learning-guided search for high-efficiency perovskite solar cells with doped electron transport layers

2021 ◽  
Author(s):  
Chenglong She ◽  
Qicheng Huang ◽  
Cong Chen ◽  
Yue Jiang ◽  
Zhen Fan ◽  
...  
Keyword(s):  
Machine Learning ◽  
Solar Cells ◽  
Electron Transport ◽  
High Efficiency ◽  
Perovskite Solar Cells ◽  
Search Space ◽  
Preparation Methods ◽  
Guided Search ◽  
Experimental Search ◽  
Device Structures

Experimental search for high-efficiency perovskite solar cells (PSCs) is an extremely challenging task due to the vast search space comprising the materials, device structures, and preparation methods. Herein, by using...

scholarly journals Predictions and Strategies Learned from Machine Learning to Develop High‐Performing Perovskite Solar Cells

2019 ◽  
Vol 9 (46) ◽  
pp. 1901891 ◽  
Author(s):  
Jinxin Li ◽  
Basudev Pradhan ◽  
Surya Gaur ◽  
Jayan Thomas
Keyword(s):  
Machine Learning ◽  
Solar Cells ◽  
Perovskite Solar Cells ◽  
High Performing
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