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Machine learning applications for photovoltaics

Journal - ACDC

Automatic quantitative analysis of internal quantum efficiency measurements of GaAs solar cells using deep learning

Advanced Science, 2025

Z. Abdullah-Vetter, B. Wright, T-C. Wu, A. Shakiba, Z. Hameiri

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Journal - ACDC

Robust denoising methodology for outdoor electroluminescence images of photovoltaic modules using deep learning

Solar Energy Materials and Solar Cells, 2025

Y. Li, B. Wright, R. Del Prado Santamaria, G. Liu, Z. Hameiri

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Journal - ACDC

Machine learning for advanced characterisation of silicon photovoltaics: A comprehensive review of techniques and applications

Renewable and Sustainable Energy Reviews, 2024

Y. Buratti, G.M.N. Javier, Z. Abdullah-Vetter, P. Dwivedi, Z. Hameiri

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Journal - ACDC

Enhancing solar cell production line monitoring through advanced statistical analysis

Solar Energy Materials and Solar Cells, 2024

G.M.N. Javier, R. Evans, T. Trupke, Z. Hameiri

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Journal - ACDC

Deep learning-based perspective distortion correction for outdoor photovoltaic module images

Solar Energy Materials and Solar Cells, 2024

Y. Li, B. Wright, Z. Hameiri

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Journal - ACDC

Extracting the parameters of two-energy-level defects in silicon wafers using machine learning models

Solar Energy Materials and Solar Cells, 2024

S. Wang, B. Wright, Y. Zhu, Y. Buratti, Z. Hameiri

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Journal - ACDC

Advanced analysis of internal quantum efficiency measurements using machine learning

Progress in Photovoltaics: Research and Applications, 2023

Z. Abdullah-Vetter, P. Dwivedi, Y. Buratti, A. Sowmya, T. Trupke, Z. Hameiri

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Journal - ACDC

Deep learning method for enhancing luminescence image resolution

Solar Energy Materials and Solar Cells, 2023

P. Dwivedi, J. Weber, R.L. Chin, T. Trupke, Z. Hameiri

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Journal - ACDC

Deep learning model to denoise luminescence images of silicon solar cells

Advanced Science, 2023

G. Liu, P. Dwivedi, T. Trupke, Z. Hameiri

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Journal - ACDC

Half and full solar cell efficiency binning by deep learning on electroluminescence images

Progress in Photovoltaics: Research and Applications, 2022

Y. Buratti, A. Sowmya, R. Evans, T. Trupke, Z. Hameiri

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