By Ms Gaia Maria Nolasco Javier

Journal articles

Javier GMN; Wright B; Bucquet H; Zhu Y; Wu T; Trupke T; Hameiri Z, 2026, 'Extraction of Qualitative Photoluminescence and Series Resistance Images from a Single Electroluminescence Measurement', Solar RRL, 10, http://dx.doi.org/10.1002/solr.202500592

Buratti Y; Javier GMN; Abdullah-Vetter Z; Dwivedi P; Hameiri Z, 2024, 'Machine learning for advanced characterisation of silicon photovoltaics: A comprehensive review of techniques and applications', Renewable and Sustainable Energy Reviews, 202, http://dx.doi.org/10.1016/j.rser.2024.114617

Javier GMN; Evans R; Trupke T; Hameiri Z, 2024, 'Enhancing solar cell production line monitoring through advanced statistical analysis', Solar Energy Materials and Solar Cells, 274, http://dx.doi.org/10.1016/j.solmat.2024.112950

Javier GMN; Dwivedi P; Buratti Y; Perez-Wurfl I; Trupke T; Hameiri Z, 2023, 'Improvements and gaps in the empirical expressions for the fill factor of modern industrial solar cells', Solar Energy Materials and Solar Cells, 253, pp. 112183, http://dx.doi.org/10.1016/j.solmat.2023.112183

Conference Papers

Javier GM; Wright B; Zhao V; Rickard T; Hameiri Z, 2025, 'Developing realistic AI-generated datasets of solar cell luminescence images', Brisbane, Australia, presented at Asia-Pacific Solar Research Conference, Brisbane, Australia, 02 December 2025

SHARMA R; Wright B; Javier G; Liu G; Abdullah-Vetter Z; Hameiri Z, 2025, 'Fully automated detection of multi-type solar cell defects and severity using label-free learning', Bangkok, Thailand, presented at 36th International Photovoltaic Science and Engineering Conference, Bangkok, Thailand, 09 November 2025 - 14 November 2025

Javier GM; Wright B; Zhao V; Rickard T; Hameiri Z, 2025, 'Developing an open-access dataset of solar cell luminescence images using generative modelling', Bangkok, Thailand, presented at 36th International Photovoltaic Science and Engineering Conference, Bangkok, Thailand, 09 November 2025

Javier GM; Wright B; Shakiba A; Hameiri Z, 2025, 'Automated analysis of performance losses in solar cells using explainable artificial intelligence', Montreal, Quebec, presented at 53rd IEEE Photovoltaics Specialists Conference, Montreal, Quebec, 08 June 2025

Javier GM; Wright B; Shakiba A; Hameiri Z, 2024, 'Efficiency loss analysis in solar cells using explainable AI on I-V data and luminescence images', Sydney, Australia, presented at Asia-Pacific Solar Research Conference, Sydney, Australia, 03 December 2024

Javier GM; Bucquet H; Wright B; Zhu Y; Wu T-C; Trupke T; Hameiri Z, 2024, 'Deep learning-assisted extraction of photoluminescence and series resistance images from a single electroluminescence measurement', Seattle, USA, presented at 52nd IEEE Photovoltaics Specialists Conference, Seattle, USA, 10 June 2024

Javier GM; Bucquet H; Wright B; Zhu Y; Wu T-C; Trupke T; Hameiri Z, 2023, 'AI-driven extraction of spatially-resolved photoluminescence and series resistance from electroluminescence images', Melbourne, Australia, presented at Asia-Pacific Solar Research Conference, Melbourne, Australia, 05 December 2023

Javier GM; Wright B; Zhu Y; Weber J; Wu T-C; Lee Chin R; Trupke T; Hameiri Z, 2023, 'Enhancing luminescence images through deep learning-based point spread function correction', Melbourne, Australia, presented at Asia-Pacific Solar Research Conference, Melbourne, Australia, 05 December 2023

Javier GM; Evans R; Dwivedi P; Trupke T; Hameiri Z, 2023, 'Advanced production line monitoring with time-lag sequential analysis', in 2023 IEEE 50TH PHOTOVOLTAIC SPECIALISTS CONFERENCE, PVSC, Institute of Electrical and Electronics Engineers (IEEE), Puerto Rico, pp. 1 - 1, presented at 50th IEEE Photovoltaics Specialists Conference, Puerto Rico, 12 June 2023 - 16 June 2023, http://dx.doi.org/10.1109/pvsc48320.2023.10359549

Javier GM; Dwivedi P; Trupke T; Hameiri Z, 2023, 'Decoupling open-circuit voltage and series resistance in electroluminescence images through deep learning', in 2023 IEEE 50TH PHOTOVOLTAIC SPECIALISTS CONFERENCE, PVSC, Institute of Electrical and Electronics Engineers (IEEE), Puerto Rico, pp. 1 - 1, presented at 50th IEEE Photovoltaics Specialists Conference, Puerto Rico, 12 June 2023 - 16 June 2023, http://dx.doi.org/10.1109/pvsc48320.2023.10359618

Javier GM; Evans R; Dwivedi P; Buratti Y; Trupke T; Hameiri Z, 2022, 'Evaluation of variations in solar cell production lines using time-series electroluminescence images', Newcastle, Australia, presented at Asia-Pacific Solar Research Conference, Newcastle, Australia, 29 November 2022

Javier GM; Dwivedi P; Buratti Y; Trupke T; Hameiri Z, 2022, 'A hybrid empirical and machine learning method to estimate solar cell fill factor from luminescence images', Nagoya, Japan, presented at 33rd International Photovoltaic Science and Engineering Conference, Nagoya, Japan, 13 November 2022

Dwivedi P; Buratti Y; Abdullah-Vetter Z; Liu G; Javier GM; Sowmya A; Trupke T; Hameiri Z, 2022, 'Accelerating the solar energy transition through artificial intelligence', Nagoya, Japan, presented at 33rd International Photovoltaic Science and Engineering Conference, Nagoya, Japan, 13 November 2022

Javier GM; Evans R; Dwivedi P; Buratti Y; Trupke T; Hameiri Z, 2022, 'Quality assessment of photovoltaic manufacturing lines through lag-sequential analysis', Nagoya, Japan, presented at 33rd International Photovoltaic Science and Engineering Conference, Nagoya, Japan, 13 November 2022

Javier GM; Dwivedi P; Buratti Y; Trupke T; Hameiri Z, 2022, 'Fill factor prediction of modern industrial cells: Potential gaps and improvements', in 2022 IEEE 49th Photovoltaics Specialists Conference (PVSC), Institute of Electrical and Electronics Engineers (IEEE), Philadelphia, USA, pp. 0353 - 0353, presented at 49th IEEE Photovoltaic Specialists Conference, Philadelphia, USA, 06 June 2022 - 10 June 2022, http://dx.doi.org/10.1109/pvsc48317.2022.9938517

Buratti Y; Abdullah-Vetter Z; Javier GM; Dwivedi P; Trupke T; Hameiri Z, 2021, 'A review of deep learning for defects classification in silicon cells and modules from luminescence images', UNSW, Sydney, presented at 2021 Asia-Pacific Solar Research Conference, UNSW, Sydney, 16 December 2021 - 17 December 2021

Javier GM; Buratti Y; Dwivedi P; Trupke T; Hameiri Z, 2021, 'Improving the accuracy of fill factor empirical expressions for modern industrial solar cells', Sydney, Australia, presented at Asia-Pacific Solar Research Conference, Sydney, Australia, 16 December 2021 - 17 December 2021

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