| Solar cell cracks and finger failure detection using statistical parameters of electroluminescence images and machine learning HR Parikh, Y Buratti, S Spataru, F Villebro, GAD Reis Benatto, ... Applied Sciences 10 (24), 8834, 2020 | 48 | 2020 |
| Extracting bulk defect parameters in silicon wafers using machine learning models Y Buratti, QT Le Gia, J Dick, Y Zhu, Z Hameiri npj Computational Materials 6 (1), 142, 2020 | 15 | 2020 |
| Half and full solar cell efficiency binning by deep learning on electroluminescence images Y Buratti, A Sowmya, R Evans, T Trupke, Z Hameiri Progress in Photovoltaics: Research and Applications, 2021 | 13 | 2021 |
| Optimization of solar cell production lines using neural networks and genetic algorithms Y Buratti, C Eijkens, Z Hameiri ACS Applied Energy Materials 3 (11), 10317-10322, 2020 | 12 | 2020 |
| A machine learning approach to defect parameters extraction: Using random forests to inverse the shockley-read-hall equation Y Buratti, J Dick, Q Le Gia, Z Hameiri 2019 IEEE 46th Photovoltaic Specialists Conference (PVSC), 3070-3073, 2019 | 11 | 2019 |
| End-of-line binning of full and half-cut cells using deep learning on electroluminescence images Y Buratti, A Sowmya, R Evans, T Trupke, Z Hameiri 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 0133-0138, 2020 | 9 | 2020 |
| Improvements and gaps in the empirical expressions for the fill factor of modern industrial solar cells GMN Javier, P Dwivedi, Y Buratti, I Perez-Wurfl, T Trupke, Z Hameiri Solar Energy Materials and Solar Cells 253, 112183, 2023 | 8 | 2023 |
| Localization of defects in solar cells using luminescence images and deep learning Z Abdullah-Vetter, Y Buratti, P Dwivedi, A Sowmya, T Trupke, Z Hameiri 2021 IEEE 48th Photovoltaic Specialists Conference (PVSC), 0745-0749, 2021 | 8 | 2021 |
| A deep learning approach for loss-analysis from luminescence images Y Buratti, Z Abdullah-Vetter, A Sowmya, T Trupke, Z Hameiri 2021 IEEE 48th Photovoltaic Specialists Conference (PVSC), 0097-0100, 2021 | 5 | 2021 |
| In 2020 47th IEEE Photovoltaic Specialists Conference (PVSC) Y Buratti, A Sowmya, R Evans, T Trupke, Z Hameiri IEEE, 2020 | 5 | 2020 |
| Advanced analysis of internal quantum efficiency measurements using machine learning Z Abdullah‐Vetter, P Dwivedi, Y Buratti, A Sowmya, T Trupke, Z Hameiri Progress in Photovoltaics: Research and Applications 31 (8), 790-802, 2023 | 3 | 2023 |
| Deep Learning Extraction of the Temperature-Dependent Parameters of Bulk Defects Y Buratti, J Dick, Q Le Gia, Z Hameiri ACS Applied Materials & Interfaces 14 (43), 48647-48657, 2022 | 3 | 2022 |
| Automated efficiency loss analysis by luminescence image reconstruction using generative adversarial networks Y Buratti, A Sowmya, R Dumbrell, P Dwivedi, T Trupke, Z Hameiri Joule 6 (6), 1320-1332, 2022 | 3 | 2022 |
| Luminescence imaging: outdoor module inspection in full daylight T Trupke, O Kunz, R Bhoopathy, G Rey, Y Buratti, Z Hameiri Physics, Simulation, and Photonic Engineering of Photovoltaic Devices X …, 2021 | 2 | 2021 |
| Machine learning for advanced characterisation of silicon photovoltaics: A comprehensive review of techniques and applications Y Buratti, GMN Javier, Z Abdullah-Vetter, P Dwivedi, Z Hameiri Renewable and Sustainable Energy Reviews 202, 114617, 2024 | 1 | 2024 |
| Fill Factor Prediction of Modern Industrial Cells: Potential Gaps and Improvements GMN Javier, P Dwivedi, Y Buratti, T Trupke, Z Hameiri 2022 IEEE 49th Photovoltaics Specialists Conference (PVSC), 0353-0353, 2022 | 1 | 2022 |
| Localization of solar cell defects in luminescence images using deep learning Z Abdullah-Vetter, Y Buratti, P Dwivedi, A Sowmya, Z Hameiri 48th IEEE Photovoltaic Specialist Conference, 2020 | 1 | 2020 |
| High throughput system for photovoltaic UV degradation testing DA Soltz, Y Buratti, X Tu, RM Lacerda, T Qiu US Patent 10,476,432, 2019 | 1 | 2019 |
| Improving Industrial Solar Cell Fabrication using Neural Networks and Genetic Algorithms C Eijkens | 1 | 2019 |
| Extracting the parameters of two-energy-level defects in silicon wafers using machine learning models S Wang, B Wright, Y Zhu, Y Buratti, Z Hameiri Solar Energy Materials and Solar Cells 277, 113123, 2024 | | 2024 |
Ziv HameiriProfessor, the University of New South WalesVerified email at unsw.edu.au
