Exploring the optoelectronic properties and the machine learning driven impact of the hole transport layer on lead-free Ca <sub>3</sub> PCl <sub>3</sub> perovskite solar cells
This study investigates cubic Ca 3 PCl 3 perovskite for photovoltaics using DFT and SCAPS-1D. With P3HT as HTL, 24.89% efficiency was achieved. A random forest model with SHAP analysis identified key factors, with an R 2 of ~0.84.
Authors
- Avijit Ghosh (ORCID: https://orcid.org/0009-0000-8044-7686)
- Aboud Ahmed Awadh Bahajjaj
- Subrata Sarker (ORCID: https://orcid.org/0000-0003-4795-2298)
- Nondon Lal Dey
- Mahbuba Moumita
- Kutub Uddin Apu
- Asadul Islam Shimul (ORCID: https://orcid.org/0009-0002-8540-4989)
Institutions
- Gopalganj Science and Technology University (BD)
- Begum Rokeya University (BD)
- Lamar University (US)
- University of Louisiana at Lafayette (US)
- King Khalid University (SA)
Publication Details
- Journal
- New Journal of Chemistry
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1039/d5nj01856k
- Citations
- 5
- Primary Topic
- Perovskite Materials and Applications
- Type
- article
- Field-Weighted Citation Impact
- 3.65