interTwin is collecting a series of use cases provided by selected research communities in the fields of physics and environmental sciences/climate change. These use cases describe activities that will benefit of the use of a Digital Twin. Based on the input collected via the use cases, interTwin will develop a multi-domain Digital Twin Engine (DTE) – a collection of components that can be assembled into a DT. The use-cases will then use this DTE to assemble/build a DT that is specific for their domain or use-case.
Use Cases
On this page, we are collecting the use cases that have been developed
interTwin Use Cases
interTwin Use Case: Deploying FloodAdapt, a Digital Twin for flood impact modelling, anywhere on earth
Developing the necessary components to facilitate the automatic set up of a Digital Twin supporting
interTwin Use Case: A Digital Twin to simulate ‘noise’ in the Virgo Gravitational Wave interferometer
Creating a Digital Twin to realistically simulate ‘noise’ in the detector and study how it
interTwin Use Case: A Digital Twin for post-flood analysis in coastal regions
Developing the components to set up a Digital Twins for flood early warning in coastal
interTwin Use Case: A Digital Twin for projecting the occurrence of tropical cyclones due to climate change
Designing Deep neural networks (DNNs) to create Digital Twins capable of detecting tropical cyclones
interTwin Use Case: A particle detector data-driven Digital Twin for High Energy Physics
Setting up a Digital Twin for fast particle detector simulation
interTwin Use Case: A Digital Twin for Drought Early Warning in the Alps
Developing the components to set up a Drought Early Warning System for the Alps
interTwin Use Case: A Digital Twin for Lattice QCD simulation
Applying Machine Learning techniques to Lattice Simulation to speed up data generation and open up
interTwin Use Case: A Digital Twin for projecting wildfire danger due to climate change
Defining deep neural networks (DNNs) for creating Digital Twins for predicting fire danger on climate
interTwin Use Case: Extreme rainfall, temperature and wind – weather extremes as a result of climate change
Using AI to create a Digital Twin Application that can detect and characterize the changes
interTwin Use Case: A Digital Twin to simulate ‘noise’ in Radio Astronomy
Building a digital twin of a source-telescope system that provides synthetic data, which can be