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Machine learning applications for photovoltaics

Journal - ACDC

Unsupervised prediction of damp heat degradation in heterojunction photovoltaic modules using deep learning

Progress in Photovoltaics: Research and Applications, 2026

Z. Abdullah-Vetter, B. Wright, A. Shakiba, R. L. Chin, Z. Hameiri

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Journal - ACDC

Extraction of qualitative photoluminescence and series resistance images from a single electroluminescence measurement

Solar RRL, 2026

G. M. N. Javier, B. Wright, H. Bucquet, Y. Zhu, T. Wu, T. Trupke, Z. Hameiri

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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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