Select Publications
Conference Papers
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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,2021, 'High-resolution luminescence imaging using deep learning', Sydney, presented at Asia-Pacific Solar Research Conference, Sydney, 16 December 2021, http://dx.doi.org/10.26190/unsworks/28134
,2021, 'Simplified analysis of internal quantum efficiency using machine learning', Sydney, presented at Asia-Pacific Solar Research Conference, Sydney, 16 December 2021, http://dx.doi.org/10.26190/unsworks/28136
,2021, 'Outdoor Photoluminescence Imaging from Unmanned Aerial Vehicles Alexander', in Scott A; Hameiri Z; Trupke T; Perez-Wurfl I; Kunz O (eds.), Sydney, presented at Asia-Pacific Solar Research Conference - APSRC 2021, Sydney, 16 December 2021 - 17 December 2021, https://apvi.org.au/solar-research-conference/proceedings-apsrc-2021/
,2021, 'Efficiency prediction of solar cells using photoluminescence images and deep Learning', in Small letters, Online, presented at 31th International Photovoltaic Science and Engineering Conference, Online, 13 December 2021 - 15 December 2021
,2021, 'A deep learning approach for loss-analysis from luminescence images', in Conference Record of the IEEE Photovoltaic Specialists Conference, Institute of Electrical and Electronics Engineers (IEEE), Online, pp. 97 - 100, presented at 48th IEEE Photovoltaics Specialists Conference, Online, 20 June 2021 - 25 June 2021, http://dx.doi.org/10.1109/PVSC43889.2021.9518512
,2021, 'Localization of defects in solar cells using luminescence images and deep learning', in Conference Record of the IEEE Photovoltaic Specialists Conference, Institute of Electrical and Electronics Engineers (IEEE), Online, pp. 745 - 749, presented at 48th IEEE Photovoltaics Specialists Conference, Online, 20 June 2021 - 25 June 2021, http://dx.doi.org/10.1109/PVSC43889.2021.9518702
,2021, 'High Throughput Outdoor Photoluminescence Imaging via PV String Modulation', in Conference Record of the IEEE Photovoltaic Specialists Conference, pp. 346 - 350, http://dx.doi.org/10.1109/PVSC43889.2021.9519109
,2021, 'Temperature-dependent performance of silicon wafers: the impact of gettering and hydrogen passivation', Online, presented at SiliconPV, Online, 19 April 2021 - 22 April 2021
,2021, 'Luminescence imaging: Outdoor module inspection in full daylight', SPIE, Online, presented at SPIE OPTO, Online, 06 March 2021 - 12 March 2021, http://dx.doi.org/10.1117/12.2591236
,2020, 'Deep learning on electroluminescence images for end-of-line binning of full and half-cut cells', Online, presented at Asia Pacific Solar Research Conference, Online, 30 November 2020
,2020, 'Insights into surface recombination of polycrystalline perovskite films via injection-dependent lifetime analysis', Online, presented at Asia Pacific Solar Research Conference, Online, 30 November 2020
,2020, 'Temperature-dependent photoluminescence imaging using non-uniform excitation', in Conference Record of the IEEE Photovoltaic Specialists Conference, Institute of Electrical and Electronics Engineers (IEEE), Virtual, pp. 0789 - 0792, presented at 47th IEEE Photovoltaics Specialists Conference, Virtual, 15 June 2020 - 21 August 2020, http://dx.doi.org/10.1109/PVSC45281.2020.9301027
,2020, 'End-of-line binning of full and half-cut cells using deep learning on electroluminescence images', in Conference Record of the IEEE Photovoltaic Specialists Conference, Institute of Electrical and Electronics Engineers (IEEE), Virtual, pp. 0133 - 0138, presented at 47th IEEE Photovoltaics Specialists Conference, Virtual, 15 June 2020 - 19 June 2020, http://dx.doi.org/10.1109/PVSC45281.2020.9300923
,2020, 'Outdoor PL imaging of crystalline silicon modules at constant operating point', Virtual, pp. 2140 - 2143, presented at 47th IEEE Photovoltaics Specialists Conference, Virtual, 15 June 2020, http://dx.doi.org/10.1109/PVSC45281.2020.9300899
,2020, 'Line scanning photoluminescence imaging to study the effects of heat stress in thin-film modules', in 2020 47TH IEEE PHOTOVOLTAIC SPECIALISTS CONFERENCE (PVSC), IEEE, ELECTR NETWORK, pp. 384 - 388, presented at 47th IEEE Photovoltaic Specialists Conference (PVSC), ELECTR NETWORK, 15 June 2020 - 21 August 2020, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000653077100096&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2020, 'Line scanning photoluminescence imaging to study the effects of heat stress in thin-film modules', in Conference Record of the IEEE Photovoltaic Specialists Conference, pp. 0384 - 0388, http://dx.doi.org/10.1109/PVSC45281.2020.9300999
,2019, 'Outdoor non-contact measurement of pseudo I-V curves of solar cells in a module', Canberra, presented at Asia Pacific Solar Research Conference, Canberra, 03 December 2019
,2019, 'Deep learning on electroluminescence imaging for end-of-line cell binning', Xi'an, Shaanxi, China, presented at 29th International Photovoltaic Science and Engineering Conference 2019, Xi'an, Shaanxi, China, 04 November 2019 - 08 November 2019, http://dx.doi.org/10.26190/unsworks/27457
,2019, 'Application of suns-photoluminescence to extract implied I-V curves of individual cells in modules installed in the field', Marseille, France, presented at European Photovoltaic Solar Energy Conference and Exhibition, Marseille, France, 09 September 2019 - 13 September 2019
,2019, 'A novel method for characterizing temperature sensitivity of silicon wafers and cells', Chicago, USA, presented at 46th IEEE Photovoltaic Specialists Conference, Chicago, USA, 16 June 2019 - 21 June 2019
,2019, 'A simplified contactless method for outdoor photoluminescence imaging', in Conference Record of the IEEE Photovoltaic Specialists Conference, Institute of Electrical and Electronics Engineers (IEEE), Chicago, USA, pp. 2571 - 2574, presented at 46th IEEE Photovoltaic Specialists Conference, Chicago, USA, 16 June 2019 - 21 June 2019, http://dx.doi.org/10.1109/PVSC40753.2019.8981249
,2019, 'Investigating metal-semiconductor contacts in solar cells using magnetic field measurements', in Conference Record of the IEEE Photovoltaic Specialists Conference, pp. 2764 - 2768, http://dx.doi.org/10.1109/PVSC40753.2019.8980686
,2019, 'Magnetic Field Imaging: Strengths and limitations in characterising solar cells', in Conference Record of the IEEE Photovoltaic Specialists Conference, pp. 822 - 824, http://dx.doi.org/10.1109/PVSC40753.2019.8980950
,2018, 'Photoluminescence imaging of field deployed modules using contactless switching', Sydney, presented at Asia Pacific Solar Research Conference, Sydney, 04 December 2018
,2018, 'Effect of wafer position in ingot on the light and elevated temperature induced degradation (LeTID) of multicrystalline silicon', in 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC, pp. 303 - 308, http://dx.doi.org/10.1109/PVSC.2018.8547497
,2018, 'Photoluminescence based characterization techniques for photovoltaic modules in the field', Winter Park, Colorado, presented at 28th Annual NREL Silicon Workshop, Winter Park, Colorado, 12 August 2018 - 15 August 2018
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