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