Abstract Machine learning (ML)-based techniques have found significant impact in many
fields of engineering and sciences, where data-sets are available from experiments and …

Abstracts Aero-engines are core equipment in aerospace field, and their remaining useful
life (RUL) prediction is a critical aspect in spacecraft monitoring and maintenance …

Significant wave height (SWH) is a key parameter for monitoring the state of waves. Accurate
and long-term SWH forecasting is significant to maritime shipping and coastal engineering …

Accurate forecasting of ocean surface currents is crucial for the planning of marine activities,
including fisheries, shipping, and pollution control. Previous studies have often neglected …

Ocean current (OC) prediction plays an important role for carrying out ocean-related
activities. There are plenty of studies for OC prediction with deep learning to pursue better …

While study of ocean dynamics usually involves modeling deep ocean variables, monitoring
and accurate forecasting of nearshore environments is also critical. However, sensor …

Accurate prediction of mesoscale eddy trajectories requires efficient models with large-size
available data instances to capture the main eddy characteristics. However, there is a lack of …

Despite the large efforts made by the ocean modeling community, such as the GODAE
(Global Ocean Data Assimilation Experiment), which started in 1997 and was renamed as …

With the wide application of Underwater Wireless Sensor Networks (UWSNs) in various
fields, more and more attention has been paid to deploying and adjusting network nodes. A …

Underwater glider (UG) is one of the most promising low-power and long-voyage
autonomous ocean observation platforms. During the gliding, the roll regulation unit (RRU) …