{"id":26305,"date":"2022-02-17T09:44:42","date_gmt":"2022-02-17T15:44:42","guid":{"rendered":"https:\/\/otech.uaeh.edu.mx\/noti\/?p=26305"},"modified":"2022-02-17T09:44:42","modified_gmt":"2022-02-17T15:44:42","slug":"la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear","status":"publish","type":"post","link":"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/","title":{"rendered":"La IA de DeepMind ayuda a confinar el plasma para la investigaci\u00f3n de fusi\u00f3n nuclear"},"content":{"rendered":"

A lo largo de d\u00e9cadas de desarrollo, los cient\u00edficos han buscado la tecnolog\u00eda de fusi\u00f3n nuclear a trav\u00e9s de un sinf\u00edn de experimentos, c\u00e1lculos y simulaciones, tratando de encontrar la combinaci\u00f3n \u00f3ptima de condiciones para que los \u00e1tomos se fusionen y liberen continuamente enormes cantidades de energ\u00eda.\u00a0La empresa propiedad de Alphabet, DeepMind, ahora ha prestado su considerable conocimiento de inteligencia artificial al esfuerzo a trav\u00e9s de una nueva asociaci\u00f3n con el Swiss Plasma Center (SPC) de Ecole Polytechnique Federale de Lausanne (EPFL), donde ya ha demostrado su val\u00eda.<\/span><\/p>\n

DeepMind ha realizado algunos movimientos impresionantes en el mundo de la inteligencia artificial en los \u00faltimos a\u00f1os,\u00a0superando a los mejores jugadores del mundo en Go<\/a>\u00a0,\u00a0prediciendo lluvias<\/a>\u00a0con un alto grado de precisi\u00f3n e incluso resolviendo un\u00a0problema cient\u00edfico de 50 a\u00f1os<\/a>\u00a0mediante la predicci\u00f3n de estructuras 3D .\u00a0de prote\u00ednas \u00fanicas.<\/span><\/p>\n

Al aprovechar la tecnolog\u00eda para la investigaci\u00f3n de la fusi\u00f3n nuclear, los cient\u00edficos esperan encontrar formas de mantener con mayor \u00e9xito las corrientes de plasma, lo que permite m\u00e1s oportunidades para que ocurran reacciones cr\u00edticas de fusi\u00f3n.\u00a0El tipo de dispositivo utilizado para estos experimentos en el SPC se conoce como tokamak, que es una c\u00e1mara en forma de rosquilla que utiliza un potente campo magn\u00e9tico para contener corrientes de plasma supercaliente, en el que los \u00e1tomos de hidr\u00f3geno se fusionan en un \u00e1tomo de helio y liberan energ\u00eda.<\/span><\/p>\n

\n
\n
\"Un<\/picture><\/a><\/span><\/p>\n
\n
<\/div>\n<\/div>
Un modelo 3D del reactor tokamak en el SPC<\/span><\/figcaption>
\n
DeepMind y SPC\/EPFL<\/span><\/div>\n<\/div>\n<\/figure>\n<\/div>\n<\/div>\n

El tokamak del SPC se conoce como tokamak de condici\u00f3n variable (TCV), ya que permite experimentos que utilizan plasma en diferentes tipos de configuraciones.\u00a0Los investigadores aqu\u00ed est\u00e1n continuamente experimentando con nuevas formas de controlar el plasma, para que no se estrelle contra las paredes del vaso y se derrumbe.<\/span><\/p>\n

\u201cNuestro simulador se basa en m\u00e1s de 20 a\u00f1os de investigaci\u00f3n y se actualiza continuamente\u201d, dijo Federico Felici, cient\u00edfico de SPC.\u00a0“Pero aun as\u00ed, todav\u00eda se necesitan largos c\u00e1lculos para determinar el valor correcto para cada variable en el sistema de control. Ah\u00ed es donde entra en juego nuestro proyecto de investigaci\u00f3n conjunto con DeepMind”.<\/span><\/p>\n

DeepMind desarroll\u00f3 un nuevo algoritmo de IA que se entren\u00f3 en el simulador de SPC haci\u00e9ndolo intentar muchas estrategias de control diferentes.\u00a0Con el tiempo, a medida que gan\u00f3 m\u00e1s experiencia a trav\u00e9s de las simulaciones, el algoritmo pudo calcular estrategias de control para producir las configuraciones de plasma solicitadas.\u00a0Luego, el equipo encarg\u00f3 al algoritmo que trabajara a la inversa, identificando las configuraciones correctas para generar una configuraci\u00f3n de plasma espec\u00edfica.<\/span><\/p>\n

Despu\u00e9s del entrenamiento, el algoritmo se prob\u00f3 en el tokamak del mundo real, donde pudo crear y controlar una amplia gama de formas de plasma, incluidas formas alargadas y avanzadas, como configuraciones de “triangularidad negativa” y “copo de nieve”.\u00a0Un experimento involucr\u00f3 el mantenimiento de dos plasmas separados simult\u00e1neamente.<\/span><\/p>\n

\n
\n
\"La<\/picture><\/a><\/span><\/p>\n
\n
<\/div>\n<\/div>
La IA de DeepMind se utiliz\u00f3 para producir configuraciones de plasma avanzadas<\/span><\/figcaption>
\n
DeepMind y SPC\/EPFL<\/span><\/div>\n<\/div>\n<\/figure>\n<\/div>\n<\/div>\n

“La misi\u00f3n de nuestro equipo es investigar una nueva generaci\u00f3n de sistemas de IA (controladores de circuito cerrado) que puedan aprender en entornos din\u00e1micos complejos completamente desde cero”, dijo Martin Riedmiller, l\u00edder del equipo de control de DeepMind.\u00a0“Controlar un plasma de fusi\u00f3n en el mundo real ofrece oportunidades fant\u00e1sticas, aunque extremadamente desafiantes y complejas”.<\/span><\/p>\n

Fuente:\u00a0<\/span><\/p>\n

New Atlas. (2022j, febrero 17). DeepMind\u2019s AI helps confine plasma for nuclear fusion research<\/i>. Recuperado 17 de febrero de 2022, de https:\/\/newatlas.com\/energy\/alphabet-deepmind-ai-plasma-nuclear-fusion\/<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

A lo largo de d\u00e9cadas de desarrollo, los cient\u00edficos han buscado la tecnolog\u00eda de fusi\u00f3n nuclear a trav\u00e9s de un sinf\u00edn de experimentos, c\u00e1lculos y simulaciones, tratando de encontrar la combinaci\u00f3n \u00f3ptima de condiciones para que los \u00e1tomos se fusionen y liberen continuamente enormes cantidades de energ\u00eda.\u00a0La empresa propiedad de Alphabet, DeepMind, ahora ha prestado […]<\/p>\n","protected":false},"author":1,"featured_media":26306,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[361],"tags":[],"class_list":["post-26305","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia"],"yoast_head":"\nLa IA de DeepMind ayuda a confinar el plasma para la investigaci\u00f3n de fusi\u00f3n nuclear - Observatorio Tecnol\u00f3gico de Hidalgo<\/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:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"La IA de DeepMind ayuda a confinar el plasma para la investigaci\u00f3n de fusi\u00f3n nuclear - Observatorio Tecnol\u00f3gico de Hidalgo\" \/>\n<meta property=\"og:description\" content=\"A lo largo de d\u00e9cadas de desarrollo, los cient\u00edficos han buscado la tecnolog\u00eda de fusi\u00f3n nuclear a trav\u00e9s de un sinf\u00edn de experimentos, c\u00e1lculos y simulaciones, tratando de encontrar la combinaci\u00f3n \u00f3ptima de condiciones para que los \u00e1tomos se fusionen y liberen continuamente enormes cantidades de energ\u00eda.\u00a0La empresa propiedad de Alphabet, DeepMind, ahora ha prestado […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/\" \/>\n<meta property=\"og:site_name\" content=\"Observatorio Tecnol\u00f3gico de Hidalgo\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/observatoriouaeh\" \/>\n<meta property=\"article:published_time\" content=\"2022-02-17T15:44:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2022\/02\/assets.newatlas-15.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@OBSERVATORIOEH\" \/>\n<meta name=\"twitter:site\" content=\"@OBSERVATORIOEH\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/person\/95263d004158ffabcd98137e1d0abc1c\"},\"headline\":\"La IA de DeepMind ayuda a confinar el plasma para la investigaci\u00f3n de fusi\u00f3n nuclear\",\"datePublished\":\"2022-02-17T15:44:42+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/\"},\"wordCount\":631,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#organization\"},\"image\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2022\/02\/assets.newatlas-15.png\",\"articleSection\":[\"Inteligencia Artificial\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/\",\"url\":\"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/\",\"name\":\"La IA de DeepMind ayuda a confinar el plasma para la investigaci\u00f3n de fusi\u00f3n nuclear - Observatorio Tecnol\u00f3gico de Hidalgo\",\"isPartOf\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2022\/02\/assets.newatlas-15.png\",\"datePublished\":\"2022-02-17T15:44:42+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/#primaryimage\",\"url\":\"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2022\/02\/assets.newatlas-15.png\",\"contentUrl\":\"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2022\/02\/assets.newatlas-15.png\",\"width\":1200,\"height\":800},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Inicio\",\"item\":\"https:\/\/otech.uaeh.edu.mx\/noti\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"La IA de DeepMind ayuda a confinar el plasma para la investigaci\u00f3n de fusi\u00f3n nuclear\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#website\",\"url\":\"https:\/\/otech.uaeh.edu.mx\/noti\/\",\"name\":\"Observatorio Tecnol\u00f3gico de Hidalgo\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/otech.uaeh.edu.mx\/noti\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#organization\",\"name\":\"Observatorio Tecnol\u00f3gico de Hidalgo\",\"url\":\"https:\/\/otech.uaeh.edu.mx\/noti\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2025\/11\/Logo-circulo.png\",\"contentUrl\":\"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2025\/11\/Logo-circulo.png\",\"width\":250,\"height\":250,\"caption\":\"Observatorio Tecnol\u00f3gico de Hidalgo\"},\"image\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/observatoriouaeh\",\"https:\/\/x.com\/OBSERVATORIOEH\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/person\/95263d004158ffabcd98137e1d0abc1c\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/08dd17208ee6a9e87c5a01c0a5f4c96c8ed24bf05e625630929b5b6a7c1ffa5f?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/08dd17208ee6a9e87c5a01c0a5f4c96c8ed24bf05e625630929b5b6a7c1ffa5f?s=96&d=mm&r=g\",\"caption\":\"admin\"},\"url\":\"https:\/\/otech.uaeh.edu.mx\/noti\/author\/admin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"La IA de DeepMind ayuda a confinar el plasma para la investigaci\u00f3n de fusi\u00f3n nuclear - Observatorio Tecnol\u00f3gico de Hidalgo","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/","og_locale":"en_US","og_type":"article","og_title":"La IA de DeepMind ayuda a confinar el plasma para la investigaci\u00f3n de fusi\u00f3n nuclear - Observatorio Tecnol\u00f3gico de Hidalgo","og_description":"A lo largo de d\u00e9cadas de desarrollo, los cient\u00edficos han buscado la tecnolog\u00eda de fusi\u00f3n nuclear a trav\u00e9s de un sinf\u00edn de experimentos, c\u00e1lculos y simulaciones, tratando de encontrar la combinaci\u00f3n \u00f3ptima de condiciones para que los \u00e1tomos se fusionen y liberen continuamente enormes cantidades de energ\u00eda.\u00a0La empresa propiedad de Alphabet, DeepMind, ahora ha prestado […]","og_url":"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/","og_site_name":"Observatorio Tecnol\u00f3gico de Hidalgo","article_publisher":"https:\/\/www.facebook.com\/observatoriouaeh","article_published_time":"2022-02-17T15:44:42+00:00","og_image":[{"width":1200,"height":800,"url":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2022\/02\/assets.newatlas-15.png","type":"image\/png"}],"author":"admin","twitter_card":"summary_large_image","twitter_creator":"@OBSERVATORIOEH","twitter_site":"@OBSERVATORIOEH","twitter_misc":{"Written by":"admin","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/#article","isPartOf":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/"},"author":{"name":"admin","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/person\/95263d004158ffabcd98137e1d0abc1c"},"headline":"La IA de DeepMind ayuda a confinar el plasma para la investigaci\u00f3n de fusi\u00f3n nuclear","datePublished":"2022-02-17T15:44:42+00:00","mainEntityOfPage":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/"},"wordCount":631,"commentCount":0,"publisher":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#organization"},"image":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/#primaryimage"},"thumbnailUrl":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2022\/02\/assets.newatlas-15.png","articleSection":["Inteligencia Artificial"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/","url":"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/","name":"La IA de DeepMind ayuda a confinar el plasma para la investigaci\u00f3n de fusi\u00f3n nuclear - Observatorio Tecnol\u00f3gico de Hidalgo","isPartOf":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#website"},"primaryImageOfPage":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/#primaryimage"},"image":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/#primaryimage"},"thumbnailUrl":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2022\/02\/assets.newatlas-15.png","datePublished":"2022-02-17T15:44:42+00:00","breadcrumb":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/#primaryimage","url":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2022\/02\/assets.newatlas-15.png","contentUrl":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2022\/02\/assets.newatlas-15.png","width":1200,"height":800},{"@type":"BreadcrumbList","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/ia\/la-ia-de-deepmind-ayuda-a-confinar-el-plasma-para-la-investigacion-de-fusion-nuclear\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Inicio","item":"https:\/\/otech.uaeh.edu.mx\/noti\/"},{"@type":"ListItem","position":2,"name":"La IA de DeepMind ayuda a confinar el plasma para la investigaci\u00f3n de fusi\u00f3n nuclear"}]},{"@type":"WebSite","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#website","url":"https:\/\/otech.uaeh.edu.mx\/noti\/","name":"Observatorio Tecnol\u00f3gico de Hidalgo","description":"","publisher":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/otech.uaeh.edu.mx\/noti\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#organization","name":"Observatorio Tecnol\u00f3gico de Hidalgo","url":"https:\/\/otech.uaeh.edu.mx\/noti\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/logo\/image\/","url":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2025\/11\/Logo-circulo.png","contentUrl":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2025\/11\/Logo-circulo.png","width":250,"height":250,"caption":"Observatorio Tecnol\u00f3gico de Hidalgo"},"image":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/observatoriouaeh","https:\/\/x.com\/OBSERVATORIOEH"]},{"@type":"Person","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/person\/95263d004158ffabcd98137e1d0abc1c","name":"admin","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/08dd17208ee6a9e87c5a01c0a5f4c96c8ed24bf05e625630929b5b6a7c1ffa5f?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/08dd17208ee6a9e87c5a01c0a5f4c96c8ed24bf05e625630929b5b6a7c1ffa5f?s=96&d=mm&r=g","caption":"admin"},"url":"https:\/\/otech.uaeh.edu.mx\/noti\/author\/admin\/"}]}},"_links":{"self":[{"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/posts\/26305","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/comments?post=26305"}],"version-history":[{"count":1,"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/posts\/26305\/revisions"}],"predecessor-version":[{"id":26307,"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/posts\/26305\/revisions\/26307"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/media\/26306"}],"wp:attachment":[{"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/media?parent=26305"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/categories?post=26305"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/tags?post=26305"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}