2 papers
physics.flu-dyn2025
Towards a Statistical Validation of the Critical Wave Groups Method for Free-Running Vessels in Beam Seas
Kevin M. Silva, Kevin J. Maki
Research on the statistics of extreme events using deterministic wave group methods has largely been simplified to vessels at zero or constant speed and heading. In contrast, free-…
physics.flu-dyn2024
Reduced-order modeling of unsteady fluid flow using neural network ensembles
Rakesh Halder, Mohammadmehdi Ataei, Hesam Salehipour +2
The use of deep learning has become increasingly popular in reduced-order models (ROMs) to obtain low-dimensional representations of full-order models. Convolutional autoencoders (…