Abstract: Soil moisture is a critical parameter in hydrology, meteorology, and agricultural applications. To address the limitations of low model generalization and difficulties in rapid data ...
Abstract: We introduce a physics-informed machine learning (PIML) algorithm based on a feed-forward neural network (FFNN) to estimate surface soil moisture from limited in situ measurements and ...
Most engineers don’t suit up with gardening gloves, but Navid Shaghaghi M.S. ’14 isn’t most engineers. When he’s not in the classroom, the engineering lecturer likes getting his hands dirty. Donning a ...
WEST MICHIGAN — Now that Labor Day is behind us, some may be thinking ahead to fall. We still have weeks before peak colors arrive in West Michigan, but current conditions can actually impact our fall ...
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