Select Publications

Conference Papers

Gayot F; Lee Chin R; Zhu Y; Zandi S; Weber J; Hameiri Z, 2024, 'Contactless external quantum efficiency evaluation of perovskite solar cells', 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, 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

Wang S; Wright B; Zhu Y; Hameiri Z, 2024, 'Extracting the parameters of two-energy-level defects in silicon wafers using machine learning models', Seattle, USA, presented at 52nd IEEE Photovoltaic Specialists Conference, Seattle, USA, 10 June 2024

Gayot F; Zheng Z; Weber J; Zhu Y; Trupke T; Hameiri Z, 2024, 'Outdoor photoluminescence imaging of perovskite-based photovoltaic devices', Seattle; USA, presented at 52nd IEEE Photovoltaics Specialists Conference, Seattle; USA, 10 June 2024

Nie S; Zhu Y; Weber J; Trupke T; Hameiri Z, 2024, 'Spatially resolved characterisation of large-area perovskite modules', Seattle, USA, presented at 52nd IEEE Photovoltaics Specialists Conference, Seattle, USA, 10 June 2024

Wright B; Sharma R; Petesic J; Dawson T; Hameiri Z, 2023, 'Automated photovoltaic module quality assessment from luminescence images: defect classification using unsupervised machine learning', Melbourne, Australia, presented at Asia-Pacific Solar Research Conference, Melbourne, Australia, 05 December 2023 - 07 December 2023

Abdullah-Vetter Z; Wright B; Trupke T; Hameiri Z, 2023, 'Advanced analysis of internal quantum efficiency measurements of GaAs solar cells using machine learning', Melbourne, Australia, presented at Asia-Pacific Solar Research Conference, Melbourne, Australia, 05 December 2023

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

Li Y; Wright B; Hameiri Z, 2023, 'Distortion correction for real-world solar panel images based on deep learning', 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

Zandi S; Nie S; Lee Chin R; Zhu Y; Weber J; Zheng J; Ho-Baillie A; Trupke T; Hameiri Z, 2023, 'Implied voltage images of each subcell in perovskite/Si tandem solar cells using luminescence measurements', Melbourne, Australia, presented at Asia-Pacific Solar Research Conference, Melbourne, Australia, 05 December 2023

Sarsour M; Wright B; Hameiri Z, 2023, 'Photovoltaic module performance and degradation analysis', Melbourne, Australia, presented at Asia-Pacific Solar Research Conference, Melbourne, Australia, 05 December 2023

Le HTA; Balaji P; Rodriguez J; Augusto A; Hameiri Z, 2023, 'Temperature-dependent performance of 50 µm thick silicon heterojunction solar cells for space applications', Melbourne, Australia, presented at Asia-Pacific Solar Research Conference, Melbourne, Australia, 05 December 2023

Abdullah-Vetter Z; Wright B; Lee Chin R; Trupke T; Hameiri Z, 2023, 'Using latent ordinary differential equation neural networks to predict the degradation of heterojunction PV modules at the end of damp heat tests', Melbourne, Australia, presented at Asia-Pacific Solar Research Conference, Melbourne, Australia, 05 December 2023

Nie S; Zandi S; Lee Chin R; Zhu Y; Weber J; Wang G; Zheng J; Ho-Baillie A; Trupke T; Hameiri Z, 2023, 'Luminescence-based implied voltage imaging of tandem solar cells via bandpass filter method', Shenzhen, China, presented at 34th International Photovoltaic Science and Engineering Conference, Shenzhen, China, 06 November 2023

Michel JI; Le HTA; Yan D; Berghuis W-J; Macco B; Hameiri Z; Bullock J, 2023, 'Ionic compounds for electron extraction in low-temperature-processed crystalline silicon solar cells', Lisbon, Portugal, presented at 40th European Photovoltaic Solar Energy Conference and Exhibition, Lisbon, Portugal, 18 September 2023 - 22 September 2023

Zandi S; Mahboubi Soufiani A; Weber JW; Hameiri Z; Trupke T, 2023, 'Novel method for the extraction of the implied voltages of silicon wafers and solar cells from luminescence-based measurements', Lisbon, Portugal, presented at 40th European Photovoltaic Solar Energy Conference and Exhibition, Lisbon, Portugal, 18 September 2023 - 22 September 2023

Lee Chin R; Mahboubi Soufiani A; Fassl P; Zheng J; Choi E; Ho-Baillie A; Paetzold U; Trupke T; Hameiri Z, 2023, 'Surface saturation current densities of perovskite thin films from suns-photoluminescence quantum yield measurements', Lisbon, Portugal, presented at 40th European Photovoltaic Solar Energy Conference and Exhibition, Lisbon, Portugal, 18 September 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

Abdullah-Vetter Z; Dwivedi P; Ekins-Daukes N; Trupke T; Hameiri Z, 2023, 'Automated analysis of internal quantum efficiency measurements of GaAs solar cells using machine learning', in Conference Record of the IEEE Photovoltaic Specialists Conference, Institute of Electrical and Electronics Engineers (IEEE), Puerto Rico, pp. 1 - 3, presented at 50th IEEE Photovoltaics Specialists Conference, Puerto Rico, 12 June 2023 - 16 June 2023, http://dx.doi.org/10.1109/PVSC48320.2023.10359747

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

Zhu Y; Lee Chin R; Mussakhanuly N; Trupke T; Hameiri Z, 2023, 'Dynamic calibration of injection dependent carrier lifetime from time-resolved photoluminescence', 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/pvsc48320.2023.10360053

Wright B; Petesic J; Dawson T; Hameiri Z, 2023, 'Automated photovoltaic module quality assessment: defect identification and classification from luminescence images using machine learning', Puerto Rico, presented at 50th IEEE Photovoltaics Specialists Conference, Puerto Rico, 12 June 2023

Abdullah-Vetter Z, 2023, 'Predicting damp heat degradation in heterojunction modules using machine learning', Puerto Rico, presented at 50th IEEE Photovoltaics Specialists Conference, Puerto Rico, 12 June 2023

Abdullah-Vetter Z; O' Kearney F; Dwivedi P; Lee Chin R; Wright B; Trupke T; Hameiri Z; O'kearney F, 2023, 'Predicting damp heat degradation in heterojunction modules using machine learning', Puerto Rico, presented at 50th IEEE Photovoltaics Specialists Conference, Puerto Rico, 12 June 2023, http://dx.doi.org/10.1109/PVSC48320.2023.10359614

Le HTA; Balaji P; Augusto A; Hameiri Z, 2023, 'Temperature-dependent performance of ultra-thin silicon heterojunction solar cells for space applications', Puerto Rico, presented at 50th IEEE Photovoltaics Specialists Conference, Puerto Rico, 12 June 2023

Mahboubi Soufiani A; Lee Chin R; Fassl P; Mahmud MA; Pollard ME; Zheng J; Weber JE; Ho-Baillie A; Trupke T; Hameiri Z, 2023, 'Implied voltage imaging of solar cells and cell precursors: single bandpass filter method', Delft, The Netherlands, presented at SiliconPV, Delft, The Netherlands, 11 April 2023 - 14 April 2023

Le HTA; Hameiri Z; Augusto A, 2023, 'Lightly doped silicon heterojunction solar cells in relevant field conditions of illumination and temperature', Delft, the Netherlands, presented at SiliconPV, Delft, the Netherlands, 11 April 2023 - 14 April 2023

Liu G; Dwivedi P; Trupke T; Hameiri Z, 2022, 'A deep learning approach to denoise luminescence images of solar cells', Newcastle, Australia, presented at Asia-Pacific Solar Research Conference, Newcastle, Australia, 29 November 2022 - 01 December 2022

Wang S; Dwivedi P; Buratti Y; Zhu Y; Lee Chin R; Hameiri Z, 2022, 'Extracting the parameters of two-energy-level defects in silicon wafers using machine learning', Newcastle, Australia, presented at Asia-Pacific Solar Research Conference, Newcastle, Australia, 29 November 2022 - 01 December 2022

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

Wright B; Hameiri Z, 2022, 'Machine learning-powered module end-of-life decisions from luminescence images', Newcastle, Australia, presented at Asia-Pacific Solar Research Conference, Newcastle, Australia, 29 November 2022

Wright B; Hameiri Z, 2022, 'Machine learning-powered module end-of-life decision making based on luminescence images', Nagoya, Japan, presented at 33rd International Photovoltaic Science and Engineering Conference, Nagoya, Japan, 14 November 2022

Wright B; Hameiri Z; Mozer A, 2022, 'Modelling the dynamics of charge extraction transients from organic photovoltaic devices using generative representation learning', Nagoya, Japan, presented at 33rd International Photovoltaic Science and Engineering Conference, Nagoya, Japan, 14 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

Lima M; Wright B; Hameiri Z, 2022, 'Investigating the performance of non-standard cell configurations for reconfigurable solar modules under varying shading conditions', 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

Dwivedi P; W Weber J; Lee Chin R; Trupke T; Hameiri Z, 2022, 'Super-resolution luminescence imaging of solar cells using deep learning', Nagoya, Japan, presented at 33rd International Photovoltaic Science and Engineering Conference, Nagoya, Japan, 13 November 2022

Nie S; Zhu Y; Kunz O; Trupke T; Hameiri Z, 2022, 'Photoluminescence imaging using non-uniform excitation: Recent progress', Milan, Italy, presented at 8th World Conference on Photovoltaic Energy Conversion, Milan, Italy, 26 September 2022 - 30 September 2022

Lee Chin R; Soufiani A; Zheng J; Fassl P; Ho-Baille A; Paetzold U; Trupke T; Hameiri Z; Ho-Baillie A, 2022, 'Photodoping causes inconsistencies in the injection-dependent lifetimes of perovskite thin films', in 2022 IEEE 49th Photovoltaics Specialists Conference (PVSC), Institute of Electrical and Electronics Engineers (IEEE), Philadelphia, USA, pp. 0368 - 0368, presented at 49th IEEE Photovoltaics Specialists Conference, Philadelphia, USA, 06 June 2022 - 12 June 2022, http://dx.doi.org/10.1109/pvsc48317.2022.9938598

Dwivedi P; Lee Chin R; Trupke T; Hameiri Z, 2022, 'A deep learning approach to increase luminescence image resolution of solar cells', in 2022 IEEE 49th Photovoltaics Specialists Conference (PVSC), Institute of Electrical and Electronics Engineers (IEEE), Philadelphia, USA, pp. 329 - 329, presented at 49th IEEE Photovoltaics Specialists Conference, Philadelphia, USA, 06 June 2022 - 10 June 2022, http://dx.doi.org/10.1109/pvsc48317.2022.9938682

Abdullah-Vetter Z; Dwivedi P; Buratti Y; Krzywicki A; Sowmya A; Trupke T; Hameiri Z, 2022, 'Automated analysis of internal quantum efficiency using chain order regression', in Conference Record of the IEEE Photovoltaic Specialists Conference, Institute of Electrical and Electronics Engineers (IEEE), Philadelphia, USA, pp. 476 - 478, presented at 49th IEEE Photovoltaics Specialists Conference, Philadelphia, USA, 06 June 2022 - 10 June 2022, http://dx.doi.org/10.1109/PVSC48317.2022.9938500

Zhu Y; Trupke T; Hameiri Z, 2022, 'Contactless determination of emitter sheet resistance for diffused silicon wafers', in 2022 IEEE 49th Photovoltaics Specialists Conference (PVSC), Institute of Electrical and Electronics Engineers (IEEE), Philadelphia, USA, pp. 0367 - 0367, presented at 49th IEEE Photovoltaics Specialists Conference, Philadelphia, USA, 06 June 2022 - 10 June 2022, http://dx.doi.org/10.1109/pvsc48317.2022.9938748

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

Le HTA; Srinivasa A; G Bowden S; Hameiri Z; Augusto A, 2022, 'Silicon heterojunction solar cells with high bulk resistivities over 1,000 Ω·cm in relevant field conditions of illumination and temperature', in 2022 IEEE 49th Photovoltaics Specialists Conference (PVSC), Institute of Electrical and Electronics Engineers (IEEE), Philadelphia, USA, pp. 1045 - 1045, presented at 49th IEEE Photovoltaics Specialists Conference, Philadelphia, USA, 06 June 2022 - 10 June 2022, http://dx.doi.org/10.1109/pvsc48317.2022.9938718

Le HTA; Ochoa EP; Bonilla RS; Borojevic N; Hameiri Z, 2022, 'Temperature dependence of silicon-dielectric interface recombination', in 2022 IEEE 49th Photovoltaics Specialists Conference (PVSC), Institute of Electrical and Electronics Engineers (IEEE), Philadelphia, USA, pp. 0443 - 0443, presented at 49th IEEE Photovoltaics Specialists Conference, Philadelphia, USA, 06 June 2022 - 10 June 2022, http://dx.doi.org/10.1109/pvsc48317.2022.9938611

Abdullah-Vetter Z; Dwivedi P; Lee Chin R; Wright B; Trupke T; Hameiri Z, 2022, 'Using machine learning to predict the complete degradation of accelerated damp heat testing in just 10% of the time', in Conference Record of the IEEE Photovoltaic Specialists Conference, Institute of Electrical and Electronics Engineers (IEEE), Philadelphia, USA, pp. 0472 - 0474, presented at 49th IEEE Photovoltaics Specialists Conference, Philadelphia, USA, 06 June 2022 - 10 June 2022, http://dx.doi.org/10.1109/PVSC48317.2022.9938942

Liu G; Dwivedi P; Trupke T; Hameiri Z, 2022, 'A deep learning approach to denoise electroluminescence images of solar cells', in 2022 IEEE 49th Photovoltaics Specialists Conference (PVSC), Institute of Electrical and Electronics Engineers (IEEE), Philadelphia, USA, pp. 0442 - 0442, presented at 49th IEEE Photovoltaics Specialists Conference, Philadelphia, USA, 05 June 2022 - 10 June 2022, http://dx.doi.org/10.1109/PVSC48317.2022.9938924

Zhang S; He G; Wang A; Yan C; Sun K; Hao X; Perez-Wurfl I; Hameiri Z, 2022, 'Temperature- and illumination-dependent characterisation of wide-bandgap CIGS and CZTS solar cells', in 2022 IEEE 49th Photovoltaics Specialists Conference (PVSC), Institute of Electrical and Electronics Engineers (IEEE), Philadelphia, USA, pp. 352 - 352, presented at 49th IEEE Photovoltaics Specialists Conference, Philadelphia, USA, 05 June 2022 - 10 June 2022, http://dx.doi.org/10.1109/pvsc48317.2022.9938463


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