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Shaoming Xu

university of minnesota

12H-index
43Paper Count
1.5KCitation Count
Published Papers 11
Publication Date
Kilometer-scale convection-allowing model emulation using generative diffusion modeling
err2026-01-30
err0
errOAAI
errJaideep Pathak; Yair Cohen; Piyush Garg; Peter Harrington; Noah Brenowitz; Dale Durran; Morteza Mardani; Arash Vahdat; Shaoming Xu; Karthik Kashinath; Michael Pritchard
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Knowledge-guided machine learning captures key mechanistic pathways for better predicting spatio-temporal patterns of growing season N2O emissions in the U.S. Midwest
err2025-08-09
err0
errOAAI
errLexuan Ye; Licheng Liu; Yufeng Yang; Ziyi Li; Wang Zhou; Bin Peng; Shaoming Xu; Vipin Kumar; Wendy H. Yang; Jinyun Tang; Zhenong Jin; Kaiyu Guan
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Effects of LAZY family genes on shoot gravitropism in Lotus japonicus
err2024-11-01
err0
PREAI
errXu, Shaoming; Song, Shusi; Jiang, Huawu; Wu, Guojiang; Chen, Yaping
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Knowledge-guided machine learning can improve carbon cycle quantification in agroecosystems
err2024-01-08
err20
errOAAI
errLiu, Licheng; Zhou, Wang; Guan, Kaiyu; Peng, Bin; Xu, Shaoming; Tang, Jinyun; Zhu, Qing; Till, Jessica; Jia, Xiaowei; Jiang, Chongya; Wang, Sheng; Qin, Ziqi; Kong, Hui; Grant, Robert; Mezbahuddin, Symon; Kumar, Vipin; Jin, Zhenong
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Functional characterization of polyol/monosaccharide transporter 1 in Lotus japonicus
err2024-01-01
err1
errOAAI
errLiu, Leru; Xu, Shaoming; Tian, Lu; Qin, Xuelian; Wu, Guojiang; Jiang, Huawu; Chen, Yaping
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Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems
err2022-11-21
err178
errOAAI
errWillard, Jared; Jia, Xiaowei; Xu, Shaoming; Steinbach, Michael; Kumar, Vipin
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KGML-ag: a modeling framework of knowledge-guided machine learning to simulate agroecosystems: a case study of estimating N2O emission using data from mesocosm experiments
err2022-04-07
err27
errOAAI
errLiu, Licheng; Xu, Shaoming; Tang, Jinyun; Guan, Kaiyu; Griffis, Timothy J.; Erickson, Matthew D.; Frie, Alexander L.; Jia, Xiaowei; Kim, Taegon; Miller, Lee T.; Peng, Bin; Wu, Shaowei; Yang, Yufeng; Zhou, Wang; Kumar, Vipin; Jin, Zhenong
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A D-pinitol transporter, LjPLT11, regulates plant growth and nodule development in Lotus japonicus
err2021-08-30
err4
PREAI
errTian, Lu; Liu, Leru; Xu, Shaoming; Deng, Rufang; Wu, Pingzhi; Jiang, Huawu; Wu, Guojiang; Chen, Yaping
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Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making
err2021-07-21
err32
errOAAI
errGil, Yolanda; Garijo, Daniel; Khider, Deborah; Knoblock, Craig A.; Ratnakar, Varun; Osorio, Maximiliano; Vargas, Hernan; Pham, Minh; Pujara, Jay; Shbita, Basel; Vu, Binh; Chiang, Yao-Yi; Feldman, Dan; Lin, Yijun; Song, Hayley; Kumar, Vipin; Khandelwal, Ankush; Steinbach, Michael; Tayal, Kshitij; Xu, Shaoming; Pierce, Suzanne A.; Pearson, Lissa; Hardesty-Lewis, Daniel; Deelman, Ewa; Da Silva, Rafael Ferreira; Mayani, Rajiv; Kemanian, Armen R.; Shi, Yuning; Leonard, Lorne; Peckham, Scott; Stoica, Maria; Cobourn, Kelly; Zhang, Zeya; Duffy, Christopher; Shu, Lele
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LAZY3 plays a pivotal role in positive root gravitropism in Lotus japonicus
err2019-09-27
err15
errOAAI
errChen, Yaping; Xu, Shaoming; Tian, Lu; Liu, Leru; Huang, Mingchao; Xu, Xinlan; So, Guanying; Wu, Pingzhi; Sato, Shusei; Jiang, Huawu; Wu, Guojiang
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