Search Results for author: Jeremy Diaz

Found 2 papers, 1 papers with code

Improving the Thermal Infrared Monitoring of Volcanoes: A Deep Learning Approach for Intermittent Image Series

no code implementations27 Sep 2021 Jeremy Diaz, Guido Cervone, Christelle Wauthier

Here, we explore forecasting this thermal data stream from a deep learning perspective using existing architectures that model sequences with varying spatiotemporal considerations.

Time Series Time Series Analysis

Predicting property damage from tornadoes with zero-inflated neural networks

2 code implementations10 Jul 2018 Jeremy Diaz, Maxwell Joseph

From the best-performing models, we provide static and interactive gridded maps of monthly predicted probabilities of damage and property damages for the year 2019.

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