Liquid water is one of the few preconditions for life as we know it. Therefore, the search and characterization of liquid water outside of Earth plays an essential role in planetary sciences. Prominent candidates for liquid water are Jupiter's moons Europa and Ganymede and Saturn's moons Enceladus and Titan, which are expected to host oceans…

This presentation will explore methodologies for gap filling and forecasting in spatial and spatiotemporal datasets, following a biased random walk through machine learning space. I will assume that the data represent potentially noisy realizations of an underlying stochastic process evolving in space and/or time.

A central theme of this…

The Giant Planets are home to a titanic battle between two vast systems, the dense and powerful atmospheres and the wide-ranging surrounding magnetospheres, inflated by volcanic moons and extending deep into the surrounding solar wind. Each system is powered by complex interactions of a wide array of scales, meeting in the delicate near-vacuum…