Publications

A number of peer-reviewed publications are available describing either: 1) methods and techniques implemented in Interactive Groundwater (IGW) and MAGNET; or 2) modeling applications with simulations built/analyzed by IGW. Titles/links are provided below. 
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• A Multiscale Assessment of Shallow Groundwater Salinization in Michigan (Curtis et al., 2019)
• Simulation of Flow in a Complex Aquifer System Subjected to Long-Term Well Network Growth (Liao et al., 2019)
• Data-driven Approach for Analyzing Hydrogeology and Groundwater Quality Across Multiple Scales" (Curtis et al., 2018)
• Modeling Fen Hydrology to Inform Recovery of the Endangered Hine's Emerald Dragonfly" (Sampath et al., 2016)​
• Understanding fen hydrology across multiple scales" (Sampath et al., 2016)
• Understanding the groundwater hydrology of a geographically-isolated prairie fen: Implications for conservation" (Sampath et al., 2015)
• Hierarchical Modeling and Parameter Estimation for a Coupled Groundwater–Lake System" (Liao et al., 2015)
• Hierarchical modeling of a groundwater remediation capture system" (Liao et al., 2015)
• Hierarchical Patch Dynamics Modeling of Near-Well Dynamics in Complex Regional Groundwater Systems" (Afshari et al., 2008)
• A New Paradigm in Groundwater Modeling" (Li and Liu 2008)
• A Real-time, Computational Steering Environment for Integrated Groundwater Modeling" (Li and Liu, 2006)​
• An object-oriented hierarchical patch dynamics paradigm (HPDP) for modeling complex groundwater systems across multiple-scales"  (Li et al., 2006)
• Interactive Groundwater (IGW): An innovative digital laboratory for groundwater education and research" (Li and Liu, 2003)








































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