{"id":3451,"date":"2023-03-02T20:06:38","date_gmt":"2023-03-02T20:06:38","guid":{"rendered":"https:\/\/www.tsaai.eu\/ia-aplicada-a-las-ciencias\/"},"modified":"2023-06-15T08:28:48","modified_gmt":"2023-06-15T08:28:48","slug":"ia-aplicada-a-las-ciencias","status":"publish","type":"page","link":"https:\/\/www.tsaai.eu\/es\/ia-aplicada-a-las-ciencias\/","title":{"rendered":"IA aplicada a las Ciencias"},"content":{"rendered":"

IA aplicada a las Ciencias<\/h2><\/div>

<\/i><\/i><\/span>La revoluci\u00f3n de la IA en la investigaci\u00f3n cient\u00edfica<\/span><\/a><\/h4><\/div>
\n
    \n
  1. Desaf\u00edos generales en la investigaci\u00f3n cient\u00edfica.\n
      \n
    1. Modelado de imagen y v\u00eddeo.<\/li>\n
    2. Modelado de datos de audio y secuencias.<\/li>\n
    3. Modelado del idioma.<\/li>\n<\/ol>\n<\/li>\n
    4. Herramientas de IA para la investigaci\u00f3n cient\u00edfica.\n
        \n
      1. Detecci\u00f3n de objetos YOLO.<\/li>\n
      2. Segmentaci\u00f3n sem\u00e1ntica con U-net.<\/li>\n
      3. Redes neuronales gr\u00e1ficas.<\/li>\n
      4. Redes adversarias generativas.<\/li>\n
      5. Q-aprendizaje profundo.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/div><\/div><\/div>

        <\/i><\/i><\/span>Ingenier\u00eda y ciencias f\u00edsicas<\/span><\/a><\/h4><\/div>
        \n
          \n
        1. Matem\u00e1ticas\n
            \n
          1. Descubrir algoritmos de mejor rendimiento.<\/li>\n
          2. Control predictivo de enjambres a\u00e9reos en entornos desordenados.<\/li>\n<\/ol>\n<\/li>\n
          3. Ciencias F\u00edsicas y Qu\u00edmicas Anal\u00edticas\n
              \n
            1. Predicci\u00f3n de propiedades de materiales inorg\u00e1nicos mediante aprendizaje autom\u00e1tico.<\/li>\n
            2. Optimizaci\u00f3n de reacciones qu\u00edmicas mediante el aprendizaje por refuerzo profundo.<\/li>\n<\/ol>\n<\/li>\n
            3. Ingenier\u00eda de Sistemas y Comunicaciones\n
                \n
              1. Pron\u00f3stico de demanda el\u00e9ctrica.<\/li>\n<\/ol>\n<\/li>\n
              2. Ciencias del Universo\n
                  \n
                1. Caracterizaci\u00f3n de las ondas gravitacionales.<\/li>\n<\/ol>\n<\/li>\n
                2. Ciencias del sistema terrestre\n
                    \n
                  1. Detecci\u00f3n r\u00e1pida de terremotos para sistemas de alerta preventiva.<\/li>\n
                  2. Modelado del sistema terrestre.<\/li>\n
                  3. Pron\u00f3stico hidrol\u00f3gico.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/div><\/div><\/div>

                    <\/i><\/i><\/span>Ciencias de la Vida<\/span><\/a><\/h4><\/div>
                    \n
                      \n
                    1. Introducci\u00f3n.\n
                        \n
                      1. Resumen de los principales desaf\u00edos en los campos del saber.<\/li>\n<\/ol>\n<\/li>\n
                      2. Mol\u00e9culas de vida: mecanismos biol\u00f3gicos, estructuras y funciones\n
                          \n
                        1. Predicci\u00f3n de la estructura de prote\u00ednas.<\/li>\n
                        2. Descubrimiento y desarrollo de f\u00e1rmacos.<\/li>\n
                        3. Aprendizaje de las propiedades funcionales de las prote\u00ednas.<\/li>\n<\/ol>\n<\/li>\n
                        4. Biolog\u00eda integrativa: de genes y genomas a sistemas complejos\n
                            \n
                          1. Identificaci\u00f3n de genes nuevos.<\/li>\n<\/ol>\n<\/li>\n
                          2. Biolog\u00eda Celular, del Desarrollo y Regenerativa\n
                              \n
                            1. Segmentaci\u00f3n subcelular en c\u00e9lulas vivas.<\/li>\n<\/ol>\n<\/li>\n
                            2. Fisiolog\u00eda de la Salud, la Enfermedad y el Envejecimiento.\n
                                \n
                              1. Clasificaci\u00f3n del c\u00e1ncer de piel a partir de im\u00e1genes dermatosc\u00f3picas.<\/li>\n
                              2. Detecci\u00f3n de retinopat\u00eda diab\u00e9tica en fondo de retina.<\/li>\n
                              3. Interpretaci\u00f3n de la radiograf\u00eda de t\u00f3rax.<\/li>\n<\/ol>\n<\/li>\n
                              4. Inmunidad, Infecci\u00f3n e Inmunoterapia\n
                                  \n
                                1. An\u00e1lisis de im\u00e1genes bacterianas.<\/li>\n<\/ol>\n<\/li>\n
                                2. Biolog\u00eda Ambiental, Ecolog\u00eda y Evoluci\u00f3n\n
                                    \n
                                  1. Identificaci\u00f3n de im\u00e1genes de vida silvestre<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/div><\/div><\/div>

                                    <\/i><\/i><\/span>Ciencias sociales y humanidades<\/span><\/a><\/h4><\/div>
                                    \n
                                      \n
                                    1. El mundo socializado y su diversidad\n
                                        \n
                                      1. Inferencia de la situaci\u00f3n socioecon\u00f3mica a partir de im\u00e1genes a\u00e9reas.<\/li>\n<\/ol>\n<\/li>\n
                                      2. El estudio del pasado humano\n
                                          \n
                                        1. Arqueolog\u00eda predictiva.<\/li>\n<\/ol>\n<\/li>\n
                                        2. Movilidad Humana, Medio Ambiente y Espacio\n
                                            \n
                                          1. Modelado de par\u00e1metros pand\u00e9micos a trav\u00e9s de din\u00e1micas poblacionales simuladas.<\/li>\n
                                          2. Entender los patrones de crecimiento urbano.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/div><\/div><\/div><\/div><\/div>
                                            <\/div><\/div><\/div>
                                            <\/span><\/div><\/div><\/div><\/div><\/div>
                                            <\/a><\/div><\/div>

                                            Metodolog\u00eda para la IA aplicada<\/a><\/h4>\n<\/div><\/div><\/div><\/div><\/div><\/div>
                                            <\/div><\/div>

                                            IA aplicada a las TIC<\/a><\/h4>\n<\/div><\/div><\/div>
                                            <\/a><\/div><\/div><\/div><\/div><\/div>
                                            <\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"100-width.php","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-3451","page","type-page","status-publish","hentry"],"yoast_head":"\nIA aplicada a las Ciencias - TSAAI<\/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:\/\/www.tsaai.eu\/es\/ia-aplicada-a-las-ciencias\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"IA aplicada a las Ciencias - TSAAI\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.tsaai.eu\/es\/ia-aplicada-a-las-ciencias\/\" \/>\n<meta property=\"og:site_name\" content=\"TSAAI\" \/>\n<meta property=\"article:modified_time\" content=\"2023-06-15T08:28:48+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data1\" content=\"19 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.tsaai.eu\/es\/ia-aplicada-a-las-ciencias\/\",\"url\":\"https:\/\/www.tsaai.eu\/es\/ia-aplicada-a-las-ciencias\/\",\"name\":\"IA aplicada a las Ciencias - 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