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cs.LG2023
Uncertainty Quantification in Inverse Models in Hydrology
Somya Sharma Chatterjee, Rahul Ghosh, Arvind Renganathan +5
In hydrology, modeling streamflow remains a challenging task due to the limited availability of basin characteristics information such as soil geology and geomorphology. These char…
cs.LG2023
Prescribed Fire Modeling using Knowledge-Guided Machine Learning for Land Management
Somya Sharma Chatterjee, Kelly Lindsay, Neel Chatterjee +6
In recent years, the increasing threat of devastating wildfires has underscored the need for effective prescribed fire management. Process-based computer simulations have tradition…