ANN-integrated modeling of HTL-free Cs₂SnI₆ perovskite solar cells under indoor and outdoor light spectra

ANN-integrated modeling of HTL-free Cs₂SnI₆ perovskite solar cells under indoor and outdoor light spectra

To address the cost and technical challenges in the commercial scalability of perovskite solar cells (PSCs), we propose an HTL-free PSC device with the structure FTO/TiO2/Cs2SnI6/Ni. In this study, we employ affinity engineering methodology to select the most appropriate ETL materials for this devic...

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Bibliographic Details
Main Authors: Md Zannatul, Arif, Zhou, Guobing, Hasan, Md. Munirul
Format: Article
Language:en
Published: Elsevier Ltd 2025
Subjects:
QA75 Electronic computers. Computer science
QC Physics
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://umpir.ump.edu.my/id/eprint/45300/1/ANN-integrated%20modeling%20of%20HTL-free%20Cs%E2%82%82SnI%E2%82%86%20perovskite%20solar%20cells.pdf
http://umpir.ump.edu.my/id/eprint/45300/
https://doi.org/10.1016/j.jallcom.2025.181801
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http://umpir.ump.edu.my/id/eprint/45300/1/ANN-integrated%20modeling%20of%20HTL-free%20Cs%E2%82%82SnI%E2%82%86%20perovskite%20solar%20cells.pdf
http://umpir.ump.edu.my/id/eprint/45300/
https://doi.org/10.1016/j.jallcom.2025.181801

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