
Predictability of Weather and Climate
@oxpredict
Research group @OxfordAOPP & @OxfordPhysics of Tim Palmer/Antje Weisheimer. Predictability, uncertainty, reduced precision for weather&climate forecasting🌍⛈️🌪️🌊
ID: 1130597666617008129
https://www2.physics.ox.ac.uk/research/predictability-of-weather-and-climate 20-05-2019 22:14:24
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What is the travel carbon footprint of a big scientific conference like #EGU19? 16,273 scientists from 113 countries emitted 22,300 tCO2e. How to reduce it by more than 90%? Answer: 25% virtual participation and Europe arrives by train. 🖥️🚆 @EGU flyingless #netzero



ECMWF @s_e_hatfield Awesome talk from @s_e_hatfield with results from collaborative work with Predictability of Weather and Climate @PDueben. Single precision computations once operational in ECMWF #IFS47r2 will realise impressive savings that can be invested in higher vertical resolution of the ensemble forecasting system!


Fast climate models in 16-bit arithmetic? On a #GPU? Doesn't work? Yes it can! New paper on challenges for #16bit floats (or posits!), how to use mixed-precision, rescaling equations &reduced-precision communication agupubs.onlinelibrary.wiley.com/doi/10.1029/20… Everything in #JuliaLang & open-source!





Our information-preserving compression is in review for Nature Computational Science! What's real information in #climate data?🌍↔️💿Why do large archives store mostly random bits, and how to separate the false from the real information. Preprint doi.org/10.21203/rs.3.… summary 🧵here⬇️ 1/n






Hello #BigData world! Our #newpaper is the editor's pick in the current issue of Nature Computational Science Nature Computational Science 🥳 Read it, it's #openaccess. How to make #BigData small again? We found a way, at least for climate data!


🚨Fluid simulations in only #16bits?🚀~4x faster than good old 64-bit double precision (😴boring!) on the #A64FX processor that powers the world's fastest computer Fugaku? Our new paper explains how agupubs.onlinelibrary.wiley.com/doi/10.1029/20… Run in the The Julia Language we squeeze the model ... 1/4



