The interTwin Digital Twin Engine: Enabling Extreme Weather Events Analysis on Climate Projections
Monday, May 13, 2024 3:00 PM to Wednesday, May 15, 2024 4:00 PM · 2 days 1 hr. (Europe/Berlin)
Foyer D-G - 2nd floor
Project Poster
Digital Twins and MLEarth, Climate and Weather ModelingHigh-Performance Data Analytics
Information
Poster is on display.
Climate Change has led to the exacerbation of Extreme Weather Events (EWEs) in recent years, such as storms and wildfires, raising major concerns in terms of increasing intensity, frequency and duration. Detecting and predicting EWEs is challenging due to the rare occurrence of these events, and consequently the lack of related historical data. Data-driven models can provide cost-effective solutions for dealing with extreme events analysis. To support the this kind of applications, there is the need to integrate heterogeneous data, orchestrate complex workflows and exploit efficient software infrastructures. The poster will present the work to develop Digital Twin (DT) for EWEs performed in the context of the interTwin project. Details will be also given on the design and development of the Digital Twin Engine (DTE) which underpins the orchestration and execution of the DT. The project DTE relies on hybrid computing infrastructure, which includes world class HPC systems like EuroHPC Vega and Juelich Supercomputer.
Contributors:
Climate Change has led to the exacerbation of Extreme Weather Events (EWEs) in recent years, such as storms and wildfires, raising major concerns in terms of increasing intensity, frequency and duration. Detecting and predicting EWEs is challenging due to the rare occurrence of these events, and consequently the lack of related historical data. Data-driven models can provide cost-effective solutions for dealing with extreme events analysis. To support the this kind of applications, there is the need to integrate heterogeneous data, orchestrate complex workflows and exploit efficient software infrastructures. The poster will present the work to develop Digital Twin (DT) for EWEs performed in the context of the interTwin project. Details will be also given on the design and development of the Digital Twin Engine (DTE) which underpins the orchestration and execution of the DT. The project DTE relies on hybrid computing infrastructure, which includes world class HPC systems like EuroHPC Vega and Juelich Supercomputer.
Contributors:
Format
On-site