Yoann Buratti

Solar Cell Cracks and Finger Failure Detection Using Statistical Parameters of Electroluminescence Images and Machine Learning

Harsh Parikh, Yoann Buratti, Sergiu Spataru et al. · Applied Sciences · 2020 · 56 citations · Full text

Electroluminescence Images, Machine Learning, Feature Detection +16

Improvements and gaps in the empirical expressions for the fill factor of modern industrial solar cells

Gaia Maria N. Javier, Priya Dwivedi, Yoann Buratti et al. · Solar Energy Materials and Solar Cells · 2023 · 24 citations · Full text

Engineering, Energy Efficiency, Energy Conversion +16

Extracting bulk defect parameters in silicon wafers using machine learning models

Yoann Buratti, Quôc Thông Lê Gia, Josef Dick et al. · npj Computational Materials · 2020 · 22 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +17

Optimization of Solar Cell Production Lines Using Neural Networks and Genetic Algorithms

Yoann Buratti, Casper Eijkens, Ziv Hameiri · ACS Applied Energy Materials · 2020 · 19 citations · Full text

Engineering, Machine Learning, Energy Efficiency +21

Half and full solar cell efficiency binning by deep learning on electroluminescence images

Yoann Buratti, Arcot Sowmya, Rhett Evans et al. · Progress in Photovoltaics Research and Applications · 2021 · 19 citations · Full text

Convolutional Neural Network, Electroluminescence Images, Engineering +17