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 are being developed within interTwin
Use Cases in progress
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 Flood Early Warning in coastal and inland 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
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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
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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...