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Multi-scale Digital Twin: Developing a fast and physics-informed surrogate model for groundwater contamination with uncertain climate models


Nov 20, 2022
Lijing Wang, Takuya Kurihana, Aurelien Meray, Ilijana Mastilovic, Satyarth Praveen, Zexuan Xu, Milad Memarzadeh, Alexander Lavin, Haruko Wainwright

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* 5 pages, 2 figures, 1 table, Machine Learning and the Physical Sciences workshop, NeurIPS 2022 

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Wisdom of the Ensemble: Improving Consistency of Deep Learning Models


Nov 13, 2020
Lijing Wang, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Ahmed Farahat, Mahbubul Alam, Chetan Gupta, Jiangzhuo Chen, Madhav Marathe

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Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting


Oct 27, 2020
Lijing Wang, Aniruddha Adiga, Srinivasan Venkatramanan, Jiangzhuo Chen, Bryan Lewis, Madhav Marathe

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TDEFSI: Theory Guided Deep Learning Based Epidemic Forecasting with Synthetic Information


Jan 28, 2020
Lijing Wang, Jiangzhuo Chen, Madhav Marathe

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* This article has been accepted by ACM TSAS journal 

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Graph Message Passing with Cross-location Attentions for Long-term ILI Prediction


Dec 29, 2019
Songgaojun Deng, Shusen Wang, Huzefa Rangwala, Lijing Wang, Yue Ning

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* 17 pages, 22 figures, 5 tables 

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