NOAA - Global Systems Laboratory

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Computing

Focus Areas:

Innovative numerical methods and software design that improve the performance, portability, and scientific accuracy of models running on next-generation exascale computers

Improve cloud computing capabilities to address computing and data challenges of the end-to-end Unified Forecast System used by NOAA, EPIC, and the research community

Develop machine learning algorithms to increase the utilization of observations in data assimilation, improve model prediction capabilities, and enable a better understanding of diverse, dense and complex data

Investigate new techniques to analyze, integrate, display, and interpret data to serve diverse applications and end-user requirements

Explore advanced data assimilation methodologies and other techniques that improve the scientific accuracy and computational efficiency of assimilation models

Technologies being Explored

Cloud computing

Machine learning

High-Performance Computing with CPU, GPU, and ARM processors

Advanced modeling and data assimilation

Data access, discovery and delivery

Informatics and visualization

Virtual services