Deep Learning, Transformers, Time-Series Forecasting, Vortex-Induced Vibrations, Multi-Frequency Vibrations
Diffusion Modelling, Extreme Events, Geometry
ocean temperature, temporal convolutional network, uncertainty quantification
active learning, extreme events, climate modeling, machine learning, active data selection
Maritime shipping, Alternative fuels, Cargo loss, Vessel design, Boil-off gas, Stowage factor
airborne wind turbine, design concept, BEMT, surrogate model, optimization
Reduced order modeling of hydrodynamic interactions, Unmanned underwater vehicles, Non-myopic active learning, Multi-fidelity Gaussian process regression
flexible body vortex induced vibrations (VIV), added mass and lift coefficients, Machine Learning, machine vision, transfer learning, experimental data
Uncertainty quantification, Gaussian Process, Ensemble Neural Networks, Reduced Order Modeling
