Sea state information is needed for many applications, ranging from safety at sea and on the
coast, for which real time data are essential, to planning and design needs for infrastructure …

Two novel methods are being outlined that, when combined, can be used for spatiotemporal
analysis of wind speeds and wave heights, thus contributing to global climate studies. First …

The freak wave, alternatively referred to as the monster wave or rogue wave, represents one
of the most dangerous waves in the domain of ocean engineering. This kind of wave is …

Current study advocates novel Gaidai hazards assessment methodology that may be
utilized for excessive wave-heights spatiotemporal risk analysis, thus advancing climate …

Since the 1990s, the modulational instability has commonly been used to explain the
occurrence of rogue waves that appear from nowhere in the open ocean. However, the …

This research presents two unique techniques for engineering system reliability analysis of
multi-dimensional non-linear dynamic structures. First, the structural reliability technique …

Current study presents state-of-the-art approach for evaluating spatiotemporal multivariate
environmental risks, especially suitable for complex environmental systems that have been …

This study presents a state-of-the-art risk evaluation approach, designed for spatiotemporal
multivariate environmental dynamic wind-wave systems, being either measured or Monte …

The current work presents spatiotemporal analysis of areal windspeeds, using state-of-the-
art Gaidai multivariate hazards evaluation approach. Environmental dynamic systems being …

Big data and large-scale machine learning have had a profound impact on science and
engineering, particularly in fields focused on forecasting and prediction. Yet, it is still not …