Machine Learning

CoastSat

A global shoreline mapping toolbox with Google Earth Engine

Vibration-based anomaly detection using LSTM/SVM approaches

Detection of anomalies in vibration signals using a combination of LSTMs and SVMs in an semi-supervised manner, where only healthy signals are used for training.

RL Fleet maintenance

An RL framework for optimising the maintenance of a fleet of aircraft

CoastSat.slopes

Beach slope estimation from satellite-derived shorelines