{"id":13552,"date":"2024-07-23T13:12:56","date_gmt":"2024-07-23T13:12:56","guid":{"rendered":"https:\/\/dailyai.com\/?p=13552"},"modified":"2024-07-23T13:19:34","modified_gmt":"2024-07-23T13:19:34","slug":"googles-ai-predicts-weather-using-fraction-of-computing-power","status":"publish","type":"post","link":"https:\/\/dailyai.com\/da\/2024\/07\/googles-ai-predicts-weather-using-fraction-of-computing-power\/","title":{"rendered":"Googles AI forudsiger vejret ved hj\u00e6lp af en br\u00f8kdel af computerkraften"},"content":{"rendered":"<p><strong>Google afsl\u00f8rede NeuralGCM, en hybrid vejrforudsigelsesmodel, der kombinerer maskinl\u00e6ring med traditionelle forudsigelsesteknikker og har overraskende fordele.<\/strong><\/p>\n<p>Vejrforudsigelser har oplevet dramatiske forbedringer i prognosens n\u00f8jagtighed, men traditionelle teknikker kr\u00e6ver enorme computerressourcer for at k\u00f8re stadig mere komplekse algoritmer.<\/p>\n<p>Generelle cirkulationsmodeller (GCM'er) danner grundlag for de klima- og vejrforudsigelser, der fort\u00e6ller dig, om du f\u00e5r brug for en paraply i morgen.<\/p>\n<p>GCM'er er fysikbaserede simulatorer, der bruger matematiske ligninger baseret p\u00e5 fysikkens love til at simulere, hvordan luft, vand og energi bev\u00e6ger sig rundt p\u00e5 planeten.<\/p>\n<p>Typiske GCM'er opdeler jordens overflade i et gitter af celler p\u00e5 op til 100 kilometer som et gigantisk skakbr\u00e6t. Algoritmen behandler hver firkant i en trinvis tilgang for at forudsige, hvordan de atmosf\u00e6riske forhold sandsynligvis vil \u00e6ndre sig.<\/p>\n<p>Ligningerne bag GCM'er er utroligt komplekse og holder nogle af verdens st\u00f8rste supercomputere besk\u00e6ftiget.<\/p>\n<p>Maskinl\u00e6ringsmodeller (ML) til vejrforudsigelse har vist et betydeligt potentiale, men de er prim\u00e6rt datadrevne.<\/p>\n<p>En ML-vejrprognosemodel har en god id\u00e9 om historiske vejrdata, men mangler den iboende forst\u00e5else af de fysiske love, der styrer atmosf\u00e6ren, som er modelleret i en GCM.<\/p>\n<p>ML-modeller er hurtige og kan give pr\u00e6cise prognoser p\u00e5 kort sigt, men de k\u00e6mper ofte med langsigtet stabilitet og sj\u00e6ldne ekstreme vejrh\u00e6ndelser eller fremtidige klimascenarier.<\/p>\n<p>NeuralGCM, der er udviklet af et team hos Google Research, kombinerer de traditionelle GCM'ers n\u00f8jagtighed og langsigtede forudsigelsesmuligheder med ML-modellernes forbedrede opl\u00f8sning, effektivitet og hastighed.<\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">NeuralGCM er frit tilg\u00e6ngeligt, og vi er sp\u00e6ndte p\u00e5 at se, hvordan forskere bygger videre p\u00e5 det.<\/p>\n<p>For flere detaljer, se mit blogindl\u00e6g, der beskriver arbejdet, og vores \u00e5bne kildekode:<a href=\"https:\/\/t.co\/AfqLagoYDs\">https:\/\/t.co\/AfqLagoYDs<\/a><a href=\"https:\/\/t.co\/MSlFg6pgfj\">https:\/\/t.co\/MSlFg6pgfj<\/a><\/p>\n<p>- Stephan Hoyer (@shoyer) <a href=\"https:\/\/twitter.com\/shoyer\/status\/1815453663424639354?ref_src=twsrc%5Etfw\">22. juli 2024<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p>I artiklen st\u00e5r der, at NeuralGCM's n\u00f8jagtighed er sammenlignelig med eller bedre end de nuv\u00e6rende state-of-the-art GCM-modeller. Der st\u00e5r, at NeuralGCM er \"den f\u00f8rste maskinl\u00e6ringsbaserede model, der laver n\u00f8jagtige vejrprognoser med bedre CRPS end de mest avancerede fysikbaserede modeller.<\/p>\n<p>CRPS er en score, der sammenligner det forventede vejr med det faktiske vejr.<\/p>\n<p>Forskerne h\u00e6vder, at \"NeuralGCM er konkurrencedygtig med maskinl\u00e6ringsmodeller for en- til ti-dages prognoser og med European Centre for Medium-Range Weather Forecasts ensembleprognose for en- til femten-dages prognoser.\"<\/p>\n<p>Mens NeuralGCM opn\u00e5r sammenlignelige forudsigelsesresultater med GCM'er, er den st\u00f8rrelsesordener mindre beregningsintensiv og meget mindre kompleks.<\/p>\n<p><a href=\"https:\/\/www.nature.com\/articles\/s41586-024-07744-y\" target=\"_blank\" rel=\"noopener\">Avisen<\/a> siger ikke, hvor stor NeuralGCM er, men tilbyder Googles ML-vejrforudsigelsesmodel <a href=\"https:\/\/dailyai.com\/da\/2023\/11\/googles-graphcast-model-predicts-weather-better-than-the-rest\/\">GraphCast<\/a> som en sammenligning.<\/p>\n<p>GraphCast best\u00e5r af omkring 5.417 linjer, mens National Oceanic and Atmospheric Administration's (NOAA) FV3-atmosf\u00e6riske model har cirka 376.578 kodelinjer.<\/p>\n<p>Forskerne siger, at NeuralGCM muligg\u00f8r \"3 til 5 st\u00f8rrelsesordeners besparelser i beregningsressourcer\".<\/p>\n<p>For at s\u00e6tte det i perspektiv forklarer artiklen, at \"NeuralGCM-1.4\u00b0 simulerer 70.000 simuleringsdage p\u00e5 24 timer ved hj\u00e6lp af en enkelt tensorbehandlingsenhed mod 19 simulerede dage p\u00e5 13.824 centrale behandlingsenheder med X-SHiELD\", som er en vejrprognosemodel i h\u00f8j opl\u00f8sning.<\/p>\n<p>Forskerne siger, at deres resultater viser, at deres model har imponerende klimamodelleringsevner. I artiklen bem\u00e6rkes det, at \"NeuralGCM-modeller, der er tr\u00e6net p\u00e5 72-timers prognoser, er i stand til realistisk fler\u00e5rig simulering.\"<\/p>\n<p>At kombinere maskinl\u00e6ring med traditionelle fysikmodeller, som Google gjorde med vejrforudsigelser, \"har potentiale til at transformere simulering til en lang r\u00e6kke anvendelser, s\u00e5som materialeopdagelse, proteinfoldning og multifysisk ingeni\u00f8rdesign.\"<\/p>\n<p>Ressourcekr\u00e6vende AI har betydet, at datacentre er blevet udsat for en masse <a href=\"https:\/\/dailyai.com\/da\/2024\/02\/ai-energy-usage-and-carbon-emission-stats-may-be-overblown\/\">kritik for deres CO2-udledning og potentielle klimap\u00e5virkning.<\/a><\/p>\n<p>NeuralGCM er et godt eksempel p\u00e5, hvordan AI kan have en positiv indvirkning p\u00e5 milj\u00f8et ved at erstatte eller supplere ineffektive traditionelle processer for at reducere computerens str\u00f8mforbrug.<\/p>","protected":false},"excerpt":{"rendered":"<p>Google afsl\u00f8rede NeuralGCM, en hybrid vejrprognosemodel, der kombinerer maskinl\u00e6ring med traditionelle prognoseteknikker og har overraskende fordele. Vejrforudsigelser har oplevet dramatiske forbedringer i prognosens n\u00f8jagtighed, men traditionelle teknikker kr\u00e6ver enorme computerressourcer for at k\u00f8re stadig mere komplekse algoritmer. Generelle cirkulationsmodeller (GCM'er) danner grundlaget for de klima- og vejrforudsigelser, der fort\u00e6ller dig, om du f\u00e5r brug for en paraply i morgen. GCM'er er fysikbaserede simulatorer, der bruger matematiske ligninger baseret p\u00e5 fysikkens love til at simulere, hvordan luft, vand og energi bev\u00e6ger sig rundt p\u00e5 planeten. Typiske GCM'er opdeler Jordens overflade i et gitter af celler p\u00e5 op til<\/p>","protected":false},"author":6,"featured_media":13555,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[102,105],"class_list":["post-13552","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-google","tag-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Google\u2019s AI predicts weather using fraction of computing power | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/da\/2024\/07\/googles-ai-predicts-weather-using-fraction-of-computing-power\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Google\u2019s AI predicts weather using fraction of computing power | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Google unveiled NeuralGCM, a hybrid weather prediction model that combines machine learning with traditional forecasting techniques and has surprising benefits. Weather prediction has enjoyed dramatic improvements in forecast accuracy but traditional techniques require vast computing resources to run increasingly complex algorithms. General circulation models (GCMs) form the basis of the climate and weather predictions that let you know whether you\u2019ll need an umbrella tomorrow. GCMs are physics-based simulators that use mathematical equations based on the laws of physics to simulate how air, water, and energy move around the planet. 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