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10/28/2022
Recurrent Convolutional Deep Neural Networks for Modeling Time-Resolved Wildfire Spread Behavior
The increasing incidence and severity of wildfires underscores the neces...
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04/21/2022
Accelerating Physics Simulations with TPUs: An Inundation Modeling Example
Recent advancements in hardware accelerators such as Tensor Processing U...
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12/04/2021
Next Day Wildfire Spread: A Machine Learning Data Set to Predict Wildfire Spreading from Remote-Sensing Data
Predicting wildfire spread is critical for land management and disaster ...
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11/15/2021
Dynamic Placement of Rapidly Deployable Mobile Sensor Robots Using Machine Learning and Expected Value of Information
Although the Industrial Internet of Things has increased the number of s...
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10/15/2020
Deep Learning Models for Predicting Wildfires from Historical Remote-Sensing Data
Identifying regions that have high likelihood for wildfires is a key com...
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