| Feature extraction, supervised and unsupervised machine learning classification of PV cell electroluminescence images AM Karimi, JS Fada, JQ Liu, JL Braid, M Koyutürk, RH French 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion (WCPEC)(A …, 2018 | 28 | 2018 |
| Analytic – Method and Power Loss Modes From Outdoor Time-Series – Curves M Wang, J Liu, TJ Burleyson, EJ Schneller, KO Davis, RH French, ... IEEE Journal of Photovoltaics 10 (5), 1379-1388, 2020 | 19 | 2020 |
| ddiv: Data Driven IV feature extraction WH Huang, X Ma, J Liu, M Wang, AJ Curran, JS Fada, JN Jaubert, J Sun, ... R-project. org/package= ddiv, 2018 | 18 | 2018 |
| Evaluation of Photovoltaic Module Performance Using Novel Data-driven I-V Feature Extraction and Suns-VOC Determined from Outdoor Time-Series I-V Curves M Wang, X Ma, WH Huang, J Liu, AJ Curran, E Schnabel, M Köhl, ... 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion (WCPEC)(A …, 2018 | 15 | 2018 |
| 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 |
| Employing Weibull analysis and weakest link theory to resolve crystalline silicon PV cell strength between bare cells and reduced-and full-sized modules N Bosco, M Springer, J Liu, SN Venkat, RH French IEEE Journal of Photovoltaics 11 (3), 731-741, 2021 | 10 | 2021 |
| EL and IV correlation for degradation of PERC vs. Al-BSF commercial modules in accelerated exposures JL Braid, AJ Curran, J Sun, EJ Schneller, JS Fada, J Liu, M Wang, ... 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion (WCPEC)(A …, 2018 | 9 | 2018 |
| Service life estimation for photovoltaic modules KA Weiss, LS Bruckman, RH French, G Oreski, T Tanahashi, ... Report IEA-PVPS T13 16, 2021, 2021 | 8 | 2021 |
| netSEM: Network Structural Equation Modeling WH Huang, N Wheeler, A Klinke, Y Xu, W Du, AK Verma, A Gok, ... Jun, 2018 | 8 | 2018 |
| Identifying Degradation Modes of Photovoltaic Modules Using Unsupervised Machine Learning on Electroluminescense Images BG Pierce, AM Karimi, JQ Liu, RH French, JL Braid 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 1850-1855, 2020 | 7 | 2020 |
| SunsVoc: Constructing Suns-Voc from Outdoor Time-series IV Curves M Wang, TJ Burleyson, J Liu, AJ Curran, A Gok, EJ Schneller, KO Davis, ... May, 2020 | 6 | 2020 |
| Degradation mechanisms and partial shading of glass-backsheet and double-glass photovoltaic modules in three climate zones determined by remote monitoring of time-series … J Liu, M Wang, AJ Curran, E Schnabel, M Köhl, JL Braid, RH French Solar Energy 224, 1291-1301, 2021 | 5 | 2021 |
| Degradation pathway modeling of pv minimodule variants with different packaging materials under indoor accelerated exposures SN Venkat, J Liu, J Wegmueller, B Yu, B Gould, X Li, JN Jaubert, JL Braid, ... 2021 IEEE 48th Photovoltaic Specialists Conference (PVSC), 1725-1731, 2021 | 5 | 2021 |
| Employing fracture statistics to track cell reliability through module fabrication N Bosco, JN Jaubert, L Mao, J Liu, J Carter, R French 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 0263-0265, 2020 | 5 | 2020 |
| Statistical analysis and degradation pathway modeling of photovoltaic minimodules with varied packaging strategies S Nalin Venkat, X Yu, J Liu, J Wegmueller, JC Jimenez, EI Barcelos, ... Frontiers in Energy Research 11, 1127796, 2023 | 4 | 2023 |
| Cross-correlation analysis of the indoor accelerated and real world exposed photovoltaic systems across multiple climate zones J Liu, AJ Curran, JS Fada, X Ma, WH Huang, CB Jones, E Schnabel, ... 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion (WCPEC)(A …, 2018 | 4 | 2018 |
| Mechanistic Insights to Degradation of PERC Minimodules with Differentiated Packaging Materials & Module Architectures J Liu, SN Venkat, JLW Carter, NS Bosco, J Dai, JN Jaubert, LS Bruckman, ... 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 1709-1714, 2020 | 3 | 2020 |
| FAIRification, Quality Assessment, and Missingness Pattern Discovery for Spatiotemporal Photovoltaic Data WC Oltjen, Y Fan, J Liu, L Huang, X Yu, M Li, H Seigneur, X Xiao, ... 2022 IEEE 49th Photovoltaics Specialists Conference (PVSC), 0796-0801, 2022 | 2 | 2022 |
| Evaluation of PV Module Packaging Strategies of Monofacial and Bifacial PERC Using Degradation Pathway Network Modeling SN Venkat, J Liu, X Yu, J Wegmueller, K Rath, X Li, JN Jaubert, JL Braid, ... 2022 IEEE 49th Photovoltaics Specialists Conference (PVSC), 1020-1027, 2022 | 2 | 2022 |
| Lifetime and Degradation Study of Poly (Methyl Methacrylate) via a Data-Driven Study Protocol Approach HH Aung, D Li, J Liu, C Barretta, Y Sheng, YJ Jo, JC Jimenez, EI Barcelos, ... Integrating Materials and Manufacturing Innovation, 1-22, 2023 | 1 | 2023 |
