{"id":3776,"date":"2023-03-02T20:06:38","date_gmt":"2023-03-02T20:06:38","guid":{"rendered":"https:\/\/www.tsaai.eu\/angewandte-ki-in-den-naturwissenschaften\/"},"modified":"2023-07-10T12:03:41","modified_gmt":"2023-07-10T12:03:41","slug":"angewandte-ki-in-den-naturwissenschaften","status":"publish","type":"page","link":"https:\/\/www.tsaai.eu\/de\/angewandte-ki-in-den-naturwissenschaften\/","title":{"rendered":"Angewandte KI in den Naturwissenschaften"},"content":{"rendered":"

Angewandte KI in den Naturwissenschaften<\/h2><\/div>

<\/i><\/i><\/span>Die KI-Revolution in der Forschung<\/span><\/a><\/h4><\/div>
\n
    \n
  1. Herausforderungen in der wissenschaftlichen Forschung.\n
      \n
    1. Modellierung von Bildern und Videos.<\/li>\n
    2. Modellierung von Audio- und Sequenzdaten.<\/li>\n
    3. Modellierung von Sprache.<\/li>\n<\/ol>\n<\/li>\n
    4. KI-Tools f\u00fcr die wissenschaftliche Forschung.\n
        \n
      1. Detektion von Objekten mit YOLO.<\/li>\n
      2. Semantische Segmentierung mit U-net<\/li>\n
      3. Graph Neural Networks.<\/li>\n
      4. Generative adversarial networks.<\/li>\n
      5. Deep Q-learning.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/div><\/div><\/div>

        <\/i><\/i><\/span>Physikalische Wissenschaften und Technik<\/span><\/a><\/h4><\/div>
        \n
          \n
        1. Mathematik\n
            \n
          1. Entdeckung leistungsf\u00e4higerer Algorithmen.<\/li>\n
          2. Pr\u00e4diktive Steuerung von Luftschw\u00e4rmen in un\u00fcbersichtlichen Umgebungen.<\/li>\n<\/ol>\n<\/li>\n
          3. Physikalische und Analytische Chemie\n
              \n
            1. Vorhersage von Eigenschaften anorganischer Materialien durch maschinelles Lernen.<\/li>\n
            2. Optimierung chemischer Reaktionen mit Hilfe von Deep Reinforcement Learning.<\/li>\n<\/ol>\n<\/li>\n
            3. System- und Nachrichtentechnik\n
                \n
              1. Elektrische Lastprognosen.<\/li>\n<\/ol>\n<\/li>\n
              2. Wissenschaft vom Universum\n
                  \n
                1. Beschreibung von Gravitationswellen<\/li>\n<\/ol>\n<\/li>\n
                2. Geowissenschaft\n
                    \n
                  1. Schnelle Erkennung von Erdbeben f\u00fcr Fr\u00fchwarnsysteme.<\/li>\n
                  2. Modellierung des Erdsystems.<\/li>\n
                  3. Hydrologische Vorhersagen.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/div><\/div><\/div>

                    <\/i><\/i><\/span>Lebenswissenschaften<\/span><\/a><\/h4><\/div>
                    \n
                      \n
                    1. Einf\u00fchrung.\n
                        \n
                      1. \u00dcberblick \u00fcber die wichtigsten Herausforderungen in diesem Bereich.<\/li>\n<\/ol>\n<\/li>\n
                      2. Molek\u00fcle des Lebens: Biologische Mechanismen, Strukturen und Funktionen\n
                          \n
                        1. Vorhersage von Proteinstrukturen.<\/li>\n
                        2. Arzneimittelentdeckung und -entwicklung.<\/li>\n
                        3. Lernen von funktionellen Eigenschaften von Proteinen.<\/li>\n<\/ol>\n<\/li>\n
                        4. Integrative Biologie: von Genen und Genomen zu Systemen\n
                            \n
                          1. Identifizierung neuer Gene.<\/li>\n<\/ol>\n<\/li>\n
                          2. Zell-, Entwicklungs- und regenerative Biologie\n
                              \n
                            1. Subzellul\u00e4re Segmentierung in lebenden Zellen.<\/li>\n<\/ol>\n<\/li>\n
                            2. Physiologie in Gesundheits-, Krankheits- und Alterungsprozess.\n
                                \n
                              1. Klassifizierung von Hautkrebs anhand von Dermatoskopie-Bildern.<\/li>\n
                              2. Erkennung der diabetischen Retinopathie im Netzhauthintergrund.<\/li>\n
                              3. Auswertung von R\u00f6ntgenaufnahmen der Brust.<\/li>\n<\/ol>\n<\/li>\n
                              4. Immunit\u00e4t, Infektion und Immuntherapie\n
                                  \n
                                1. Analyse von Bakterienbildern.<\/li>\n<\/ol>\n<\/li>\n
                                2. Umweltbiologie, \u00d6kologie und Evolution\n
                                    \n
                                  1. Erkennung von Wildtierbildern<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/div><\/div><\/div>

                                    <\/i><\/i><\/span>Geistes- und Sozialwissenschaften<\/span><\/a><\/h4><\/div>
                                    \n
                                      \n
                                    1. The Social World and Its Diversity\n
                                        \n
                                      1. Bestimmung des sozio\u00f6konomischen Status aus Luftbildern.<\/li>\n<\/ol>\n<\/li>\n
                                      2. Das Studium der menschlichen Vergangenheit\n
                                          \n
                                        1. Pr\u00e4diktive Arch\u00e4ologie.<\/li>\n<\/ol>\n<\/li>\n
                                        2. Menschliche Mobilit\u00e4t, Umwelt und Weltraum\n
                                            \n
                                          1. Modellierung von Pandemieparametern durch simulierte Populationsdynamik.<\/li>\n
                                          2. Verst\u00e4ndnis der urbanen Wachstumsmuster.<\/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>

                                            Angewandte KI-Methodologie<\/a><\/h4>\n<\/div><\/div><\/div><\/div><\/div><\/div>
                                            <\/div><\/div>

                                            Angewandte KI in der IT<\/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-3776","page","type-page","status-publish","hentry"],"yoast_head":"\nAngewandte KI in den Naturwissenschaften - 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\/de\/angewandte-ki-in-den-naturwissenschaften\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Angewandte KI in den Naturwissenschaften - TSAAI\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.tsaai.eu\/de\/angewandte-ki-in-den-naturwissenschaften\/\" \/>\n<meta property=\"og:site_name\" content=\"TSAAI\" \/>\n<meta property=\"article:modified_time\" content=\"2023-07-10T12:03:41+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data1\" content=\"18\u00a0Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.tsaai.eu\/de\/angewandte-ki-in-den-naturwissenschaften\/\",\"url\":\"https:\/\/www.tsaai.eu\/de\/angewandte-ki-in-den-naturwissenschaften\/\",\"name\":\"Angewandte KI in den Naturwissenschaften - 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