North Ryde
Sydney, 2109
Australia
Macquarie University
Flood mapping, U-Net, Physics-informed machine learning, Hybrid models, Subgrid, Super-resolution
Flood modeling, Surrogate Models, Machine Learning, Deep Learning, Graph Neural Networks
Model Explainability, Model Transparency, machine learning, Shoreline Modelling, LSTM
storms, Shoreline Modelling, Machine Learning, Mixture of Experts
LAI modelling, LSTM, co-development, climate change
Leaf Area Index, Modelling, deep learning, Climate change, Australia
Urban Flood Modelling, 1D-2D Benchmark Dataset, Surrogate models, Machine Learning, Deep Learning, Kaggle Competition
genetic programming, rainfall-runoff modelling, process-informed machine learning, conceptual hydrological models, model structure discovery
