Extended Surrogate Modelling for Gas Turbine Diagnostics & Prognostics

Machine Learning Aided Reliability Analysis for Spatially Varying Slopes in 2D and 3D

Prediction of Crashworthiness Performance Using Multi-Fidelity Machine Learning Techniques

Optimizing the pump schedule of water distribution systems using a deep learning meta-model: To what extent can algorithm unrolling optimize the pump schedule of an urban water distribution system?

Towards a fully distributed multivariable hydrological deep learning model with graph neural networks

Computationally Aware Surrogate Models for the Hydrodynamic Response Characterization of Floating Spar-Type Offshore Wind Turbine

A study of stone arch bridge’s flood reliability through a surrogate model approach

Estimating the effect of assumed initial damage to the hydraulic stability of pattern-placed revetments on dikes using finite element modeling

A Framework for Collaborative Front-Loaded Design Space Exploration: Improving collaboration across the aeronautical supply chain

Assessment of Conceptual Hybrid-Electric Regional Aircraft with Boundary-Layer Ingestion Propeller

Probabilistic Regression of wind turbine loads using Conditional Generative Adversarial Networks

Floating wind turbine optimization via surrogate modelling

Uncertainty Quantification of A Wind Farm Control Model: FLORIDyn

LT-Set: A Surrogate Model-Based Decision Tool for Low-Temperature District Heating Refurbishment

On leveraging physical knowledge to augment neural network-based surrogate models for simulations

Towards a Better Understanding of Agent-based Airport Terminal Operations Using Surrogate Modeling

Surrogate modelling of railway pantograph-catenary interaction using deep Long-Short-Term-Memory neural networks

Assessing the performances and transferability of graph neural network metamodels for water distribution systems

Surrogate models of heat transfer in fractured rock and their use in parameter estimation

Machine learning of evolving physics-based material models for multiscale solid mechanics