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PerovskiteOpt-AI: A Machine Learning-Driven Multi-Parameter Optimization Framework for Lead-Free Perovskite Solar Cell Device Architecture Using SCAPS-1D Simulation and Gaussian Process Surrogate Modeling.

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Title: PerovskiteOpt-AI: A Machine Learning-Driven Multi-Parameter Optimization Framework for Lead-Free Perovskite Solar Cell Device Architecture Using SCAPS-1D Simulation and Gaussian Process Surrogate Modeling.
Authors: Alshaikh, Mohammed Saleh1
Source: Crystals (2073-4352); May2026, Vol. 16 Issue 5, p310, 35p
Database: Applied Science & Technology Source
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        Value: 10.3390/cryst16050310
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        Text: English
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      – TitleFull: PerovskiteOpt-AI: A Machine Learning-Driven Multi-Parameter Optimization Framework for Lead-Free Perovskite Solar Cell Device Architecture Using SCAPS-1D Simulation and Gaussian Process Surrogate Modeling.
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              Text: May2026
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