research
∙
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...
share
research
∙
04/21/2022
Accelerating Physics Simulations with TPUs: An Inundation Modeling Example
Recent advancements in hardware accelerators such as Tensor Processing U...
research
∙
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 ...
research
∙
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...
research
∙
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...
research
∙
12/20/2017