#graphcast — Public Fediverse posts

🌦 Exciting news for weather enthusiasts and tech aficionados! GraphCast, Google DeepMind's machine learning weather model, is now available on Open-Meteo. 📊 Access real-time forecasts and compare models. Learn more in our latest blog post: https://openmeteo.substack.com/p/exploring-graphcast #GraphCast

Google-Durchbruch: KI schlägt klassische Wettervorhersage | BR24
https://www.br.de/nachrichten/netzwelt/wettervorhersage-google-ki-schlaegt-klassische-prognose,TwnnQfv #GoogleDeepmind #GraphCast #Wettervorhersage

#Google #DeepMind’s #weather #AI can #forecast #extremeweather faster and more accurately
#GraphCast predicts weather conditions up to 10 days in advance, more accurately and much faster than the current gold standard. GraphCast outperformed the model from the European Centre for Medium-Range Weather Forecasts (#ECMWF) in more than 90% of over 1,300 test areas. It said #HurricaneLee would make landfall in Nova Scotia three days sooner than traditional #forecasting
https://www.technologyreview.com/2023/11/14/1083366/google-deepminds-weather-ai-can-forecast-extreme-weather-quicker-and-more-accurately/

I have tried running #GraphCast on a CPU workstation with 64 GB RAM and it works for the reduced complexity version, but takes a long time (14 minutes for 10 days). The full version runs out of memory. Also tried #PanguWeather which took 8 minutes to run 24 hours, but there might be some tweaks available. Here I was able to run the full version.

If I wanted to aquire some to #gpu #compute to try running either #GraphCast or #PanguWeather ML weather forecast models, how could I do that? This is a private project, so it can't cost a lot.

Maybe something will finally change in the subject of meteorological forecasts! I’ve already written about it, but I’ll say it again. The scandal for me is that humanity is really developed, and we are not able to predict what the weather will be tomorrow...
———
Learning skillful medium-range #global #weather #forecasting | #Science #AI #Google #GraphCast #TDBNews
https://www.science.org/doi/10.1126/science.adi2336

Кажется, дождь начинается: похоже, искусственный интеллект превосходит традиционные методы прогнозирования погоды

Новая компьютерная ИИ-модель GraphCast для предсказания погоды, созданная Google, во много раз превзошла традиционные способы, которые десятилетиями использовались по всему миру и привлекали многомиллионные инвестиции. Европейская модель прогнозирования погоды считалась «золотым стандартом» в метеорологии, но и её результаты оказались хуже, чем предсказания ИИ от Google. Подробности и перспективы технологии — под катом.

https://habr.com/ru/companies/ru_mts/articles/775320/

#искуственный_интеллект #нейросети #нейронные_сети #сервисы #научнопопулярное #GraphCast #google

AI system outperforms humans in global weather forecasting - In a breakthrough for artificial intelligence, researchers at Google’s DeepMind ha... - https://readwrite.com/ai-system-outperforms-humans-in-global-weather-forecasting/ #graphcast #news

GraphCast - AI Model For Faster And More Accurate Global Weather Forecasting [Google]
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https://deepmind.google/discover/blog/graphcast-ai-model-for-faster-and-more-accurate-global-weather-forecasting/ <-- shared technical article
--
https://doi.org/10.1126/science.adi2336 <-- shared paper
--
#GIS #spatial #mapping #GraphCast #Google #GoogleDeepMind #weather #weatherforecast #weatherforecasting #extremeweather #model #modeling #numericmodeling #risk #hazard #global #climatechange #AI #artificalintelligence #spatialanalysis #spatiotemporal #cyclones #hurricanes #atmosphericriver #flood #floodrisk #flooding #precipitation #rainfall #heatwave #extremeheat #extremetemperatures #weatherprediction #opensource #humanimpacts #security
@Google @GoogleDeepMind

GraphCast - AI Model For Faster And More Accurate Global Weather Forecasting [Google]
--
https://deepmind.google/discover/blog/graphcast-ai-model-for-faster-and-more-accurate-global-weather-forecasting/ <-- shared technical article
--
https://doi.org/10.1126/science.adi2336 <-- shared paper
--
#GIS #spatial #mapping #GraphCast #Google #GoogleDeepMind #weather #weatherforecast #weatherforecasting #extremeweather #model #modeling #numericmodeling #risk #hazard #global #climatechange #AI #artificalintelligence #spatialanalysis #spatiotemporal #cyclones #hurricanes #atmosphericriver #flood #floodrisk #flooding #precipitation #rainfall #heatwave #extremeheat #extremetemperatures #weatherprediction #opensource #humanimpacts #security
@Google @GoogleDeepMind

GraphCast - AI Model For Faster And More Accurate Global Weather Forecasting [Google]
--
https://deepmind.google/discover/blog/graphcast-ai-model-for-faster-and-more-accurate-global-weather-forecasting/ <-- shared technical article
--
https://doi.org/10.1126/science.adi2336 <-- shared paper
--
#GIS #spatial #mapping #GraphCast #Google #GoogleDeepMind #weather #weatherforecast #weatherforecasting #extremeweather #model #modeling #numericmodeling #risk #hazard #global #climatechange #AI #artificalintelligence #spatialanalysis #spatiotemporal #cyclones #hurricanes #atmosphericriver #flood #floodrisk #flooding #precipitation #rainfall #heatwave #extremeheat #extremetemperatures #weatherprediction #opensource #humanimpacts #security
@Google @GoogleDeepMind

GraphCast - AI Model For Faster And More Accurate Global Weather Forecasting [Google]
--
https://deepmind.google/discover/blog/graphcast-ai-model-for-faster-and-more-accurate-global-weather-forecasting/ <-- shared technical article
--
https://doi.org/10.1126/science.adi2336 <-- shared paper
--
#GIS #spatial #mapping #GraphCast #Google #GoogleDeepMind #weather #weatherforecast #weatherforecasting #extremeweather #model #modeling #numericmodeling #risk #hazard #global #climatechange #AI #artificalintelligence #spatialanalysis #spatiotemporal #cyclones #hurricanes #atmosphericriver #flood #floodrisk #flooding #precipitation #rainfall #heatwave #extremeheat #extremetemperatures #weatherprediction #opensource #humanimpacts #security
@Google @GoogleDeepMind

GraphCast - AI Model For Faster And More Accurate Global Weather Forecasting [Google]
--
https://deepmind.google/discover/blog/graphcast-ai-model-for-faster-and-more-accurate-global-weather-forecasting/ <-- shared technical article
--
https://doi.org/10.1126/science.adi2336 <-- shared paper
--
#GIS #spatial #mapping #GraphCast #Google #GoogleDeepMind #weather #weatherforecast #weatherforecasting #extremeweather #model #modeling #numericmodeling #risk #hazard #global #climatechange #AI #artificalintelligence #spatialanalysis #spatiotemporal #cyclones #hurricanes #atmosphericriver #flood #floodrisk #flooding #precipitation #rainfall #heatwave #extremeheat #extremetemperatures #weatherprediction #opensource #humanimpacts #security
@Google @GoogleDeepMind

#AI outperforms conventional #weather #forecasting for the first time
AI #meteorology model from #Google #DeepMind called #GraphCast has significantly outperformed conventional weather forecasting methods in predicting global weather conditions up to 10 days in advance.
AI models may soon enable more accurate #forecasts with higher speed and lower cost. https://arstechnica.com/science/2023/11/ai-outperforms-conventional-weather-forecasting-for-the-first-time-google-study/

Штучний інтелект «‎віщує» погоду точніше за метеорологів — і за хвилину видає 10-денний прогноз https://itc.ua/ua/novini/shtuchnyj-intelekt-vishhuye-pogodu-tochnishe-za-meteorologiv-i-za-hvylynu-vydaye-10-dennyj-prognoz/ #Машинненавчання #Штучнийінтелект #Прогнозпогоди #Технології #GraphCast #DeepMind #Прогнози #Новини

KI oder Supercomputer – wer macht bessere Wettervorhersagen? Künstliche Intelligenz erstellt 10-Tages-Wetterprognosen auch ohne physikalisches Wissen. #Wetter #KI #KuenstlicheIntelligenz #Wettervorhersage #GraphCast
https://www.scinexx.de/news/technik/ki-oder-supercomputer-wer-macht-bessere-wettervorhersagen/

AI outperforms conventional weather forecasting for the first time: Google study - Enlarge / A file photo of Tropical Storm Fiona as seen in a satellite i... - https://arstechnica.com/?p=1983760 #machinelearning #googledeepmind #aiforecasting #meteorology #hurricanes #graphcast #science #weather #biz⁢ #google #ecmwf #ai