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SaveShare Save Share Save Share Save A flexible and efficient knowledge-guided machine learning data assimilation (KGML-DA) framework for agroecosystem prediction in the US Midwest
Yang, Qi; Liu, Licheng; Zhou, Junxiong; Ghosh, Rahul; Peng, Bin; Guan, Kaiyu; Tang, Jinyun; Zhou, Wang; Kumar, Vipin; Jin, Zhenong Share Save Mapping smallholder cashew plantations to inform sustainable tree crop expansion in BeninYin, Leikun; Ghosh, Rahul; Lin, Chenxi; Hale, David; Weigl, Christoph; Obarowski, James; Zhou, Junxiong; Till, Jessica; Jia, Xiaowei; You, Nanshan; Mao, Troy; Kumar, Vipin; Jin, Zhenong Share Save Share Save Share Save Share Save KGML-ag: a modeling framework of knowledge-guided machine learning to simulate agroecosystems: a case study of estimating N2O emission using data from mesocosm experimentsLiu, 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 Share Save Share Save Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision MakingGil, 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 Share Save Share Save Share Save Share Save Discovering genetic interactions bridging pathways in genome-wide association studiesFang, Gang; Wang, Wen; Paunic, Vanja; Heydari, Hamed; Costanzo, Michael; Liu, Xiaoye; Liu, Xiaotong; VanderSluis, Benjamin; Oately, Benjamin; Steinbach, Michael; Van Ness, Brian; Schadt, Eric E.; Pankratz, Nathan D.; Boone, Charles; Kumar, Vipin; Myers, Chad L. Share Save Share Save Share Save Share Save Share Save 
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