Dataset of SCAPS-1D simulated halide perovskite solar cells with SHAP and machine learning-based PCE optimizationZenodo

Dataset of SCAPS-1D simulated halide perovskite solar cells with SHAP and machine learning-based PCE optimizationZenodo

This data article describes a dataset generated by using SCAPS-1D simulation software to capture photovoltaic performance metrics for perovskite solar cells (PSC). The data collection process involved systematically modeling a range of device configurations by varying perovskite compositions, layer...

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Bibliographic Details
Main Authors: Ivan E. Novoselov, Alexander M. Gvozdev, Andrey A. Smirnov, Ivan S. Zhidkov
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Data in Brief
Subjects:
Halide perovskites
PSC
SCAPS-1D
Machine learning
PCE optimization
SHAP analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S235234092500383X
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http://www.sciencedirect.com/science/article/pii/S235234092500383X

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