Call to contribute to innovation in the world of simulation and water management

Source(s): Deltares
AI Learning and Artificial Intelligence Concept.
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New technologies offer new opportunities

While most flood models are based on physics, recent years have seen an emergence of new technologies that can contribute to the speed, precision, and effectiveness of flood models. These include machine learning and Artifical Intelligence (AI) techniques, such as 'graph neural network' and Long Short-Term Memory (LSTM), as well as reduced-order or low-fidelity approaches, which greatly simplify complex physics.

In a world where the climate is rapidly changing and floods are becoming more frequent and devastating, forecasting models and early warning systems are more relevant than ever. These systems, including well-known models such as D-HYDRO/Delft3D FM 1D2D, SFINCS, HEC-RAS, TUFLOW, 3Di and MIKE11, as well as the Delft-FEWS early warning system, play a crucial role. These advanced approaches offer new opportunities to meet the growing challenges of flood management.

Future of flood modelling

In recent years, deep learning techniques and low-fidelity approaches have been increasingly applied in research on simulating 2D flooding processes. These methods are often compared with numerical models such as Delft3D-FM. These numerical models are often also used to provide training and test datasets for these methods. This symposium, which formed part of the Delft Software Days - Edition 2023), featured several speakers who presented their recent research.

With growing urbanisation and climate change, floods can have an increasing impact on urban activities.

Application of Urban Nowcasting to flood models provides lightning-fast data on what the consequences of flooding are during heavy rainfall in densely populated areas

Mees Radema, consultant and researcher Operational Water Management, Deltares

Innovation and collaboration

Deltares recognises the growing importance of these new technological approaches, also in flood modelling. As a leading knowledge institute, our knowledge is the foundation of all our work; we want to continuously innovate. In this rapidly changing field, joining forces and knowledge with experts, universities and organisations is essential.

Do you also want to contribute to innovation in the world of simulation and water management, and to discover how to enrich and share your expertise with like-minded professionals? Join our Deltares network and participate in the Delft Software Days. Whether you are interested in workshops, symposiums, or user days, these events offer valuable knowledge and networking opportunities.

Registration via the DSD-INT website is open. Participation in most events (except courses) is free of charge, but registration is mandatory.

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