Using spatio-temporal graph neural networks to estimate fleet-wide photovoltaic performance degradation patterns
Fan, Yangxin, Wieser, Raymond, Yu, Xuanji, Wu, Yinghui, Bruckman, Laura S, French, Roger H
Published in PloS one (14.02.2024)
Published in PloS one (14.02.2024)
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Journal Article
Understanding Public Opinion Toward the #StopAsianHate Movement and the Relation With Racially Motivated Hate Crimes in the US
Lyu, Hanjia, Fan, Yangxin, Xiong, Ziyu, Komisarchik, Mayya, Luo, Jiebo
Published in IEEE transactions on computational social systems (01.02.2023)
Published in IEEE transactions on computational social systems (01.02.2023)
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Journal Article
Using Neural Network Decomposition to Estimate Field Photovoltaic Performance Loss Rate
Fan, Yangxin, Wieser, Raymond, Yu, Xuanji, Braid, Jennifer, Shaton, Avishai, Hoffman, Adam, Didier, Thevenard, Spurgeon, Ben, Gibbons, Daniel, Bruckman, Laura S., Wu, Yinghui, French, Roger H.
Published in 2023 IEEE 50th Photovoltaic Specialists Conference (PVSC) (11.06.2023)
Published in 2023 IEEE 50th Photovoltaic Specialists Conference (PVSC) (11.06.2023)
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Conference Proceeding
Time-Series Imputation Using Graph Neural Networks and Denoising Autoencoders
Wieser, Raymond, Fan, Yangxin, Yu, Xuanji, Braid, Jennifer, Shaton, Avishai, Hoffman, Adam, Spurgeon, Ben, Gibbons, Daniel, Bruckman, Laura S., Wu, Yinghui, French, Roger H.
Published in 2023 IEEE 50th Photovoltaic Specialists Conference (PVSC) (11.06.2023)
Published in 2023 IEEE 50th Photovoltaic Specialists Conference (PVSC) (11.06.2023)
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Conference Proceeding
FAIRification, Quality Assessment, and Missingness Pattern Discovery for Spatiotemporal Photovoltaic Data
Oltjen, William C., Fan, Yangxin, Liu, Jiqi, Huang, Liangyi, Yu, Xuanji, Li, Mengjie, Seigneur, Hubert, Xiao, Xusheng, Davis, Kristopher O., Bruckman, Laura S., Wu, Yinghui, French, Roger H.
Published in 2022 IEEE 49th Photovoltaics Specialists Conference (PVSC) (05.06.2022)
Published in 2022 IEEE 49th Photovoltaics Specialists Conference (PVSC) (05.06.2022)
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Conference Proceeding
Parallel-friendly Spatio-Temporal Graph Learning for Photovoltaic Degradation Analysis at Scale
Fan, Yangxin, Wieser, Raymond, Bruckman, Laura, French, Roger, Wu, Yinghui
Year of Publication 13.02.2024
Year of Publication 13.02.2024
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Journal Article
State-level Racially Motivated Hate Crimes Contrast Public Opinion on the #StopAsianHate and #StopAAPIHate Movement
Lyu, Hanjia, Fan, Yangxin, Xiong, Ziyu, Komisarchik, Mayya, Luo, Jiebo
Year of Publication 29.04.2021
Year of Publication 29.04.2021
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Journal Article
Spatio-Temporal Denoising Graph Autoencoders with Data Augmentation for Photovoltaic Timeseries Data Imputation
Fan, Yangxin, Yu, Xuanji, Wieser, Raymond, Meakin, David, Shaton, Avishai, Jaubert, Jean-Nicolas, Flottemesch, Robert, Howell, Michael, Braid, Jennifer, Bruckman, Laura S, French, Roger, Wu, Yinghui
Year of Publication 21.02.2023
Year of Publication 21.02.2023
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Journal Article
Spatio-Temporal Denoising Graph Autoencoders with Data Augmentation for Photovoltaic Timeseries Data Imputation
Fan, Yangxin, Yu, Xuanji, Wieser, Raymond, Meakin, David, Shaton, Avishai, Jean-Nicolas Jaubert, Flottemesch, Robert, Howell, Michael, Braid, Jennifer, Bruckman, Laura S, French, Roger, Wu, Yinghui
Published in arXiv.org (21.02.2023)
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Published in arXiv.org (21.02.2023)
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