Machine learning-guided analysis of CIGS solar cell efficiency: Deep learning classification and feature importance evaluation

A Maoucha, T Berghout, F Djeffal, H Ferhati - Solar Energy, 2025 - Elsevier
The increasing sensitivity of thin-film solar cells to variations in design parameters is
becoming more pronounced with ongoing advancements in material science and device …

A new CsPbI2Br/CuZnSnSSe/Si tandem solar cell with higher than 32% efficiency

N Selmane, A Cheknane, HS Hilal - Micro and Nanostructures, 2024 - Elsevier
Abstract To avoid Shockley-Queisser limit in single pn junctions, tandem solar cells were
proposed. A new tandem cell is simulated here using the 1-dimensional SCAPS. The new …

Machine learning-assisted investigation of CIGS thin-film solar cell degradation using deep learning analysis

A Maoucha, T Berghout, F Djeffal, H Ferhati - Journal of Physics and …, 2025 - Elsevier
The increasing sensitivity of Copper Indium Gallium Selenide (CIGS) thin-film solar cells to
variations in design parameters and degradation effects highlights the necessity for a …

Spectral management and current matching optimization for high-efficiency perovskite-CIGS-SnS triple junction tandem solar cells

S Gohri, J Madan, R Pandey - Solid State Communications, 2025 - Elsevier
Low-cost materials are used in this work to make a triple-junction tandem solar cell (TSC).
Two-step filtered spectrum and current matching techniques are used to design a perovskite …

Performance analysis and eco-friendly design of all-inorganic 2D/3D multi-junction perovskite tandem solar cells with 28.15% efficiency

S Bankura, A Biswas - Physica Scripta, 2025 - iopscience.iop.org
Multi-junction tandem solar cells hold great potential as advanced photovoltaic devices for
achieving superior solar energy conversion efficiency. In this study, we leverage device …

Enhanced Solar Energy Utilization Via an Inverted Perovskite/Homojunction Sns Tandem Solar Cell and Thermally Regenerative Electrochemical System

L Qu, Y Huang, S Wenchao - Homojunction Sns Tandem Solar Cell and … - papers.ssrn.com
An innovative solar-powered integrated system is proposed, combining an inverted
perovskite/homojunction tin sulfide (PSC/SnS) tandem solar cell, a solar selective absorber …