NDSL: A Programming Framework for Climate Model Development
Presenter: Oliver Elbert - Computational Scientist, NOAA GFDL
Date: March 5th 2026
Full title: NDSL: A Programming Framework for Climate Model Development, or “The Joy of Building Your Own Domain-Specific Software Stack”
The era of exascale supercomputing promises great advances in high-performance research computing, from increased simulation resolution and larger ensemble sizes to more realistic and complex models. To make the most of the next generation of HPC resources, however, we must re-engineer our applications to run efficiently on a variety of hardware architectures. Simultaneously the growth of software complexity and the adoption of techniques like machine-learning and autodifferentiation present a challenge to the current paradigm of scientific simulation development.
This talk details our approach to building one solution to both problems: NDSL , the NOAA /NASA Domain Specific Language. NDSL allows weather and climate modelers to write a model in Python, which is then translated into highly-optimized CUDA , C++, or HIP by the DSL compiler to run at scale on flagship supercomputers. Beyond performance gains, NDSL ’s separation of concerns between scientific modelers and performance engineers improves the development experience and productivity for both groups. We will discuss what this means in practice, the challenges of the DSL paradigm, and how to build a programming framework domain scientists are excited to adopt.
En esta página del sitio puede ver el video en línea NDSL: A Programming Framework for Climate Model Development de Duración hora minuto segunda en buena calidad , que subió el usuario Cambridge University RSE Seminars 30 abril 2026, comparta el enlace con amigos y conocidos, en youtube este video ya ha sido visto 89 veces y le gustó 2 a los espectadores. Disfruta viendo!
