🌦 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

🌦️ Intelligence artificielle : #GraphCast de Google veut révolutionner les prévisions météo

https://www.ladepeche.fr/2024/03/24/intelligence-artificielle-graphcast-de-google-veut-revolutionner-les-previsions-11844624.php

👉NVIDIA Earth-2 contro il cambiamento climatico
NVIDIA Earth-2 è una piattaforma aperta per accelerare la simulazione e le previsioni climatiche e meteorologiche.

https://gomoot.com/nvidia-earth-2-contro-il-cambiamento-climatico

#clima #ClimaSens #earth2 #FloodSens #FourCastNet #gpu #GraphCast #ICON #IFS #North #nvidia #NvidiaInception #Tomorrow @climasens @tomorrowio_ @northio_gmbh

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/

Google's New AI Weatherman Will Leave Forecasters in the Dust

GraphCast breaks with tradition by placing an emphasis on historical data and it “significantly” outperformed on 90% of the targets used to test it.

#GraphCast also had surprising success predicting extreme weather events, even though it wasn’t specifically trained to handle them.

#NWP #meteorology #weather #google #DeepMind #machinelearning #artificialintelligence #AI #tech #susatainability #innovation

https://gizmodo.com/google-launches-ai-weatherman-graphcast-1851018610

Eine #KI namens #GraphCast (von Google) liefert in 90% der Fälle bessere Ergebnisse 1000x schneller ab, als es das beste Wettermodell des #ECMWF liefern könnte und läuft dabei nur auf EINER CPU! 🤯

Keine riesigen Rechenzentren, keine zig hoch x Hochleistungsrechner mehr und dabei so präzise, dass sich das Wetter in 10 Tagen sehr genau vorhersagen lässt.

Der absolute HAMMER! 👍

Bei enormer Kostenersparnis: Neue KI schlägt herkömmliche Wettermodelle https://www.n-tv.de/wissen/Neue-KI-schlaegt-herkoemmliche-Wettermodelle-article24555201.html #graphcast #deepmind #google #wetter

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

Das #KI-Modell #Graphcast von #Google macht offenbar bis zu 10 Tage im Voraus bessere #Wettervorhersagen, als die einschlägigen 3D-#Wettermodelle. Trainiert wurde es mit Wetterdaten von rund 40 Jahren. https://www.golem.de/news/graphcast-googles-ki-sagt-das-wetter-genauer-voraus-als-je-zuvor-2311-179425.html

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/

Interessanter Artikel zum Thema #Digitale #Nachhaltigkeit auf @heiseonline_TopNews über #GraphCast, eine #KI Technik zur #Wettervorhersage (#Deepmind)

https://www.heise.de/news/Auf-einem-Prozessor-Supercomputer-geschlagen-KI-liefert-beste-Wettervorhersage-9528839.html

Aktuell werden Supercomputer eingesetzt "die jeweils stundenlang rechnen und dabei viel Strom verbrauchen."

"GraphCast könne eine 10-Tages-Vorhersage in nur einer Minute auf einem einzigen KI-Prozessor erstellen", dh einmal trainiert könnte man ""Bezüglich des Energieverbrauchs von einer 1000-fachen Einsparung reden"

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

💡 GraphCast, il modello meteo IA più preciso al mondo
L'intelligenza artificiale sta trasformando radicalmente l'accuratezza e la velocità delle previsioni meteo globali

https://gomoot.com/graphcast-il-modello-meteo-ia-piu-preciso-al-mondo/

#accuratezza #AI #clima #deepmind #ecmwf #google #GraphCast #innovazione #intelligenzaartificiale #LLM #meteo #meteorologia #neurali #reti #opensource #previsioni #tecnologia #uragani