{"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\/es\/2024\/07\/googles-ai-predicts-weather-using-fraction-of-computing-power\/","title":{"rendered":"La IA de Google predice el tiempo utilizando una fracci\u00f3n de la potencia de c\u00e1lculo"},"content":{"rendered":"<p><strong>Google ha presentado NeuralGCM, un modelo h\u00edbrido de predicci\u00f3n meteorol\u00f3gica que combina el aprendizaje autom\u00e1tico con las t\u00e9cnicas tradicionales de previsi\u00f3n y presenta sorprendentes ventajas.<\/strong><\/p>\n<p>La precisi\u00f3n de las predicciones meteorol\u00f3gicas ha mejorado espectacularmente, pero las t\u00e9cnicas tradicionales requieren enormes recursos inform\u00e1ticos para ejecutar algoritmos cada vez m\u00e1s complejos.<\/p>\n<p>Los modelos de circulaci\u00f3n general (MCG) constituyen la base de las predicciones clim\u00e1ticas y meteorol\u00f3gicas que le permiten saber si necesitar\u00e1 un paraguas ma\u00f1ana.<\/p>\n<p>Los MCG son simuladores basados en la f\u00edsica que utilizan ecuaciones matem\u00e1ticas basadas en las leyes de la f\u00edsica para simular c\u00f3mo se mueven el aire, el agua y la energ\u00eda por el planeta.<\/p>\n<p>Los MCG t\u00edpicos dividen la superficie de la Tierra en una cuadr\u00edcula de casillas de hasta 100 kil\u00f3metros, como un tablero de ajedrez gigante. El algoritmo procesa cada casilla de forma escalonada para predecir c\u00f3mo es probable que cambien las condiciones atmosf\u00e9ricas.<\/p>\n<p>Las ecuaciones en las que se basan los MCG son incre\u00edblemente complejas y mantienen ocupados a algunos de los mayores superordenadores del mundo.<\/p>\n<p>Los modelos de aprendizaje autom\u00e1tico (Machine Learning, ML) para la predicci\u00f3n meteorol\u00f3gica han demostrado tener un gran potencial, pero se basan principalmente en datos.<\/p>\n<p>Un modelo de predicci\u00f3n meteorol\u00f3gica ML tiene una gran idea de los datos meteorol\u00f3gicos hist\u00f3ricos, pero carece de la comprensi\u00f3n inherente de las leyes f\u00edsicas que rigen la atm\u00f3sfera y que se modelan en un MCG.<\/p>\n<p>Los modelos ML son r\u00e1pidos y pueden proporcionar previsiones precisas a corto plazo, pero a menudo tienen problemas con la estabilidad a largo plazo y los fen\u00f3menos meteorol\u00f3gicos extremos poco frecuentes o los escenarios clim\u00e1ticos futuros.<\/p>\n<p>NeuralGCM, desarrollado por un equipo de Google Research, combina la precisi\u00f3n y la capacidad de predicci\u00f3n a largo plazo de los GCM tradicionales con la resoluci\u00f3n, eficacia y velocidad mejoradas de los modelos ML.<\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">NeuralGCM es de libre acceso y nos entusiasma ver c\u00f3mo los cient\u00edficos lo desarrollan.<\/p>\n<p>Para m\u00e1s detalles, consulte la entrada de mi blog en la que describo el trabajo, y nuestro c\u00f3digo fuente abierto:<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 de julio de 2024<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p>El art\u00edculo afirma que la precisi\u00f3n de NeuralGCM es comparable o superior a la de los modelos GCM m\u00e1s avanzados. En \u00e9l se afirma que NeuralGCM es \"el primer modelo basado en el aprendizaje autom\u00e1tico que realiza previsiones meteorol\u00f3gicas conjuntas precisas, con mejor CRPS que los modelos basados en la f\u00edsica m\u00e1s avanzados\".<\/p>\n<p>CRPS es una puntuaci\u00f3n que compara el tiempo previsto con el tiempo real que hace.<\/p>\n<p>Los investigadores afirman que \"NeuralGCM es competitivo con los modelos de aprendizaje autom\u00e1tico para previsiones de uno a diez d\u00edas, y con el conjunto de predicciones del Centro Europeo de Previsiones Meteorol\u00f3gicas a Medio Plazo para previsiones de uno a quince d\u00edas\".<\/p>\n<p>Aunque NeuralGCM consigue resultados de predicci\u00f3n comparables a los de los MCG, es \u00f3rdenes de magnitud menos intensivo desde el punto de vista computacional y mucho menos complejo.<\/p>\n<p><a href=\"https:\/\/www.nature.com\/articles\/s41586-024-07744-y\" target=\"_blank\" rel=\"noopener\">El peri\u00f3dico<\/a> no indica el tama\u00f1o de NeuralGCM, pero ofrece el modelo de predicci\u00f3n meteorol\u00f3gica ML de Google <a href=\"https:\/\/dailyai.com\/es\/2023\/11\/googles-graphcast-model-predicts-weather-better-than-the-rest\/\">GraphCast<\/a> como comparaci\u00f3n.<\/p>\n<p>GraphCast consta de unas 5.417 l\u00edneas, mientras que el modelo atmosf\u00e9rico FV3 de la Administraci\u00f3n Nacional Oce\u00e1nica y Atmosf\u00e9rica (NOAA) tiene aproximadamente 376.578 l\u00edneas de c\u00f3digo.<\/p>\n<p>Los investigadores afirman que NeuralGCM permite \"ahorrar entre 3 y 5 \u00f3rdenes de magnitud en recursos computacionales\".<\/p>\n<p>Para ponerlo en contexto, el documento explica que \"NeuralGCM-1.4\u00b0 simula 70.000 d\u00edas de simulaci\u00f3n en 24 horas utilizando una sola unidad de procesamiento tensorial frente a 19 d\u00edas simulados en 13.824 n\u00facleos de unidad de procesamiento central con X-SHiELD\", que es un modelo de predicci\u00f3n meteorol\u00f3gica de alta resoluci\u00f3n.<\/p>\n<p>Los investigadores afirman que sus resultados demuestran que su modelo tiene una impresionante capacidad de modelizaci\u00f3n clim\u00e1tica. El art\u00edculo se\u00f1ala que \"los modelos NeuralGCM entrenados en previsiones de 72 horas son capaces de realizar simulaciones realistas de varios a\u00f1os.\"<\/p>\n<p>Combinar el aprendizaje autom\u00e1tico con modelos f\u00edsicos tradicionales como hizo Google con la predicci\u00f3n meteorol\u00f3gica \"tiene el potencial de transformar la simulaci\u00f3n para una amplia gama de aplicaciones, como el descubrimiento de materiales, el plegamiento de prote\u00ednas y el dise\u00f1o de ingenier\u00eda multif\u00edsica.\"<\/p>\n<p>La IA, \u00e1vida de recursos, ha hecho que los centros de datos se vean <a href=\"https:\/\/dailyai.com\/es\/2024\/02\/ai-energy-usage-and-carbon-emission-stats-may-be-overblown\/\">cr\u00edticas por sus emisiones de carbono y su posible impacto clim\u00e1tico.<\/a><\/p>\n<p>NeuralGCM es un buen ejemplo de c\u00f3mo la IA podr\u00eda repercutir positivamente en el medio ambiente sustituyendo, o aumentando, procesos tradicionales ineficaces para reducir el consumo de energ\u00eda inform\u00e1tica.<\/p>","protected":false},"excerpt":{"rendered":"<p>Google ha presentado NeuralGCM, un modelo h\u00edbrido de predicci\u00f3n meteorol\u00f3gica que combina el aprendizaje autom\u00e1tico con las t\u00e9cnicas tradicionales de previsi\u00f3n y presenta sorprendentes ventajas. La precisi\u00f3n de las predicciones meteorol\u00f3gicas ha mejorado espectacularmente, pero las t\u00e9cnicas tradicionales requieren enormes recursos inform\u00e1ticos para ejecutar algoritmos cada vez m\u00e1s complejos. Los modelos de circulaci\u00f3n general (MCG) constituyen la base de las predicciones clim\u00e1ticas y meteorol\u00f3gicas que le permiten saber si necesitar\u00e1 un paraguas ma\u00f1ana. Los MCG son simuladores f\u00edsicos que utilizan ecuaciones matem\u00e1ticas basadas en las leyes de la f\u00edsica para simular c\u00f3mo el aire, el agua y la energ\u00eda se mueven por el planeta. Los MCG t\u00edpicos dividen la superficie de la Tierra en una cuadr\u00edcula de celdas hasta<\/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\/es\/2024\/07\/googles-ai-predicts-weather-using-fraction-of-computing-power\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\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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