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John Nieber
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Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications


Oct 15, 2022
Shaoming Xu, Ankush Khandelwal, Xiang Li, Xiaowei Jia, Licheng Liu, Jared Willard, Rahul Ghosh, Kelly Cutler, Michael Steinbach, Christopher Duffy, John Nieber, Vipin Kumar

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* submitted to SIAM International Conference on Data Mining (SDM23) 
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Probabilistic Inverse Modeling: An Application in Hydrology


Oct 12, 2022
Somya Sharma, Rahul Ghosh, Arvind Renganathan, Xiang Li, Snigdhansu Chatterjee, John Nieber, Christopher Duffy, Vipin Kumar

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Physics Guided Machine Learning Methods for Hydrology


Dec 02, 2020
Ankush Khandelwal, Shaoming Xu, Xiang Li, Xiaowei Jia, Michael Stienbach, Christopher Duffy, John Nieber, Vipin Kumar

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