16 citations · 17 across the 3 of their papers we have counts for
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q-bio.PE2024★ 1 cited
Rapid and accurate mosquito abundance forecasting with Aedes-AI neural networks
Adrienne C. Kinney, Roberto Barrera, Joceline Lega
We present a method to convert weather data into probabilistic forecasts of Aedes aegypti abundance. The approach, which relies on the Aedes-AI suite of neural networks, produces w…
q-bio.PE2021★ 16 cited
Aedes-AI: Neural Network Models of Mosquito Abundance
Adrienne C. Kinney, Sean Current, Joceline Lega
We present artificial neural networks as a feasible replacement for a mechanistic model of mosquito abundance. We develop a feed-forward neural network, a long short-term memory re…