Minisymposium Presentation
Exploring Dataflow Architectures for Improved Efficiency in Earth System Models
Tuesday, June 17, 2025
15:00
-
15:30
CEST
Climate, Weather and Earth Sciences
Climate, Weather and Earth Sciences
Climate, Weather and Earth Sciences
Chemistry and Materials
Chemistry and Materials
Chemistry and Materials
Computer Science and Applied Mathematics
Computer Science and Applied Mathematics
Computer Science and Applied Mathematics
Engineering
Engineering
Engineering
Life Sciences
Life Sciences
Life Sciences
Physics
Physics
Physics
Description
Earth System Models are crucial for simulating environmental processes but demand significant computational resources and energy. In this project we explore the potential of dataflow architectures to enhance both computational and energy efficiency of ESMs. We will primarily discuss the Cerebras Wafer Scale Engine, examining its capabilities and evaluating its suitability for the shallow water equation.