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Evolving Approaches in Groundwater-Surface Water Interaction Studies: From Numerical Models to Machine Learning | Synapse
March 3, 2026
Evolving Approaches in Groundwater-Surface Water Interaction Studies: From Numerical Models to Machine Learning
LN
Lolali Nanda
DP
Durga Prasad Panday
University of Petroleum and Energy Studies
PS
Pankaj Kumar Srivastava
University of Petroleum and Energy Studies
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Key Points
Groundwater-surface water interactions are better understood through advanced machine learning techniques.
Recent models increase predictive accuracy, leading to insights across various ecosystems.
Analysis of various case studies shows a shift from traditional numerical models to machine learning approaches.
This evolution in methods highlights the need for ongoing research and collaboration in water resource management.
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Nanda et al. (Sat,) studied this question.
synapsesocial.com/papers/69a75ecbc6e9836116a29b7d
https://doi.org/https://doi.org/10.1007/s40726-026-00395-9