| Automated pipeline for photovoltaic module electroluminescence image processing and degradation feature classification AM Karimi, JS Fada, MA Hossain, S Yang, TJ Peshek, JL Braid, ... IEEE Journal of Photovoltaics 9 (5), 1324-1335, 2019 | 118 | 2019 |
| Generalized and mechanistic PV module performance prediction from computer vision and machine learning on electroluminescence images AM Karimi, JS Fada, NA Parrilla, BG Pierce, M Koyutürk, RH French, ... IEEE Journal of Photovoltaics 10 (3), 878-887, 2020 | 73 | 2020 |
| Data-Driven I-V Feature Extraction for Photovoltaic Modules X Ma, WH Huang, E Schnabel, M Köhl, J Brynjarsdóttir, JL Braid, ... IEEE Journal of Photovoltaics, 2019 | 73 | 2019 |
| Molecular design for tuning work functions of transparent conducting electrodes U Koldemir, JL Braid, A Morgenstern, M Eberhart, RT Collins, DC Olson, ... The Journal of Physical Chemistry Letters 6 (12), 2269-2276, 2015 | 40 | 2015 |
| Feature Extraction, Supervised and Unsupervised Machine Learning Classification of PV Cell Electroluminescence Images AM Karimi, JS Fada, J Liu, JL Braid, M Koyuturk, RH French IEEE WCPEC-7, 2018 | 36 | 2018 |
| Electroluminescent Image Processing and Cell Degradation Type Classification via Computer Vision and Statistical Learning Methodologies JS Fada, MA Hossain, JL Braid, S Yang, TJ Peshek, RH French IEEE PVSC-44, 2017 | 30 | 2017 |
| Conjugated phosphonic acid modified zinc oxide electron transport layers for improved performance in organic solar cells JL Braid, U Koldemir, A Sellinger, RT Collins, TE Furtak, DC Olson ACS Applied Materials & Interfaces 6 (21), 19229-19234, 2014 | 30 | 2014 |
| Facilitating Large‐Scale Snow Shedding from In‐Field Solar Arrays using Icephobic Surfaces with Low‐Interfacial Toughness A Dhyani, C Pike, JL Braid, E Whitney, L Burnham, A Tuteja Advanced Materials Technologies 7 (5), 2101032, 2022 | 29 | 2022 |
| Analytic Isc-Voc Method and Power Loss Modes From Outdoor Time-Series I-V Curves M Wang, J Liu, TJ Burleyson, EJ Schneller, KO Davis, RH French, ... IEEE Journal of Photovoltaics, 2020 | 20* | 2020 |
| Image analysis method for quantifying snow losses on PV systems JL Braid, D Riley, JM Pearce, L Burnham 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 1510-1516, 2020 | 18 | 2020 |
| ddiv: Data Driven I-V Feature Extraction WH Huang, X Ma, J Liu, M Wang, AJ Curran, JS Fada, JN Jaubert, J Sun, ... https://cran.r-project.org/web/packages/ddiv/index.html, 2018 | 18 | 2018 |
| Evaluation of photovoltaics module performances using novel data-driven I -V feature extraction method and Suns-Voc from time-series I -V curve M Wang, X Ma, WH Huang, J Liu, AJ Curran, E Schnabel, M Kohl, ... IEEE WCPEC-7, 2018 | 15* | 2018 |
| Physics-based method for generating fully synthetic iv curve training datasets for machine learning classification of pv failures MW Hopwood, JS Stein, JL Braid, HP Seigneur Energies 15 (14), 5085, 2022 | 14 | 2022 |
| Real-world PV Module Degradation across Climate Zones Determined from Suns-Voc, Loss Factors and I-V Steps Analysis of Eight Years of I-V, Pmp Time-series … J Liu, M Wang, AJ Curran, AM Karimi, W Huang, E Schnabel, M Köhl, ... 2019 IEEE 46th Photovoltaic Specialists Conference (PVSC), 0680-0686, 2019 | 14 | 2019 |
| Spatio-temporal denoising graph autoencoders with data augmentation for photovoltaic data imputation Y Fan, X Yu, R Wieser, D Meakin, A Shaton, JN Jaubert, R Flottemesch, ... Proceedings of the ACM on Management of Data 1 (1), 1-19, 2023 | 13 | 2023 |
| Design considerations for photovoltaic systems deployed in snowy climates L Burnham, D Riley, J Braid Proc. 37th Eur. Photovolt. Sol. Energy Conf. Exhib, 1626-1631, 2020 | 13 | 2020 |
| Solar transposition modeling via deep neural networks with sky images BG Pierce, JL Braid, JS Stein, J Augustyn, D Riley IEEE Journal of Photovoltaics 12 (1), 145-151, 2021 | 12 | 2021 |
| PV cell cracks and impacts on electrical performance CM Whitaker, BG Pierce, AM Karimi, RH French, JL Braid 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 1417-1422, 2020 | 12 | 2020 |
| Correlation of I-V Curve Parameters with Module-Level Electroluminescent Image Data Over 3000 Hours Damp-Heat Exposure JS Fada, A Loach, AJ Curran, JL Braid, S Yang, TJ Peshek, RH French IEEE PVSC-44, 2017 | 12 | 2017 |
| Toward findable, accessible, interoperable and reusable (fair) photovoltaic system time series data A Nihar, AJ Curran, AM Karimi, JL Braid, LS Bruckman, M Koyutürk, Y Wu, ... 2021 IEEE 48th Photovoltaic Specialists Conference (PVSC), 1701-1706, 2021 | 10 | 2021 |
Roger H. FrenchKyocera Professor, Case Western Reserve University, Case School of Engineering, Materials ScienceVerified email at case.edu
