{"id":3905,"date":"2023-03-02T20:06:38","date_gmt":"2023-03-02T20:06:38","guid":{"rendered":"https:\/\/www.tsaai.eu\/uporabna-umetna-inteligenca-v-znanosti\/"},"modified":"2023-07-11T22:40:21","modified_gmt":"2023-07-11T22:40:21","slug":"uporabna-umetna-inteligenca-v-znanosti","status":"publish","type":"page","link":"https:\/\/www.tsaai.eu\/sl\/uporabna-umetna-inteligenca-v-znanosti\/","title":{"rendered":"Uporabna umetna inteligenca v znanosti"},"content":{"rendered":"

Uporabna umetna inteligenca v znanosti<\/h2><\/div>

<\/i><\/i><\/span>Revolucija umetne inteligence v znanstvenih raziskavah<\/span><\/a><\/h4><\/div>
\n
    \n
  1. Splo\u0161ni izzivi v znanstvenih raziskavah.\n
      \n
    1. Modeliranje slik in videoposnetkov.<\/li>\n
    2. Modeliranje zvo\u010dnih podatkov in podatkov o zaporedju.<\/li>\n
    3. Modeliranje jezikov.<\/li>\n<\/ol>\n<\/li>\n
    4. Orodja umetne inteligence za znanstvene raziskave.\n
        \n
      1. Zaznavanje predmetov YOLO.<\/li>\n
      2. Semanti\u010dna segmentacija U-net.<\/li>\n
      3. Grafne nevronske mre\u017ee.<\/li>\n
      4. Generativne nasprotne mre\u017ee.<\/li>\n
      5. Globoko u\u010denje Q.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/div><\/div><\/div>

        <\/i><\/i><\/span>Fizikalne znanosti in in\u017eenirstvo<\/span><\/a><\/h4><\/div>
        \n
          \n
        1. Matematika\n
            \n
          1. Odkrivanje zmogljivej\u0161ih algoritmov.<\/li>\n
          2. Prediktivno krmiljenje zra\u010dnih rojev v nepreglednih okoljih.<\/li>\n<\/ol>\n<\/li>\n
          3. Fizikalne in analiti\u010dne kemijske vede\n
              \n
            1. Napovedovanje lastnosti anorganskih materialov z uporabo strojnega u\u010denja.<\/li>\n
            2. Optimizacija kemijskih reakcij z uporabo globokega oja\u010ditvenega u\u010denja.<\/li>\n<\/ol>\n<\/li>\n
            3. Sistemsko in komunikacijsko in\u017eenirstvo\n
                \n
              1. Napovedovanje obremenitve z elektri\u010dno energijo.<\/li>\n<\/ol>\n<\/li>\n
              2. Znanosti o vesolju\n
                  \n
                1. Opisovanje gravitacijskih valov.<\/li>\n<\/ol>\n<\/li>\n
                2. Znanosti o zemeljskem sistemu\n
                    \n
                  1. Hitro zaznavanje potresov za sisteme zgodnjega opozarjanja.<\/li>\n
                  2. Modeliranje zemeljskega sistema.<\/li>\n
                  3. Napovedovanje v hidrologiji.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/div><\/div><\/div>

                    <\/i><\/i><\/span>Znanosti o \u017eivljenju<\/span><\/a><\/h4><\/div>
                    \n
                      \n
                    1. Uvod.\n
                        \n
                      1. Pregled glavnih izzivov na teh podro\u010djih.<\/li>\n<\/ol>\n<\/li>\n
                      2. Molekule \u017eivljenja: Biolo\u0161ki mehanizmi, strukture in funkcije: biolo\u0161ki mehanizmi, strukture in funkcije\n
                          \n
                        1. Napovedovanje strukture proteinov.<\/li>\n
                        2. Odkrivanje in razvoj zdravil.<\/li>\n
                        3. U\u010denje funkcionalnih lastnosti proteinov.<\/li>\n<\/ol>\n<\/li>\n
                        4. Integrativna biologija: od genov in genomov do sistemov\n
                            \n
                          1. Prepoznavanje novih genov.<\/li>\n<\/ol>\n<\/li>\n
                          2. Celi\u010dna, razvojna in regenerativna biologija\n
                              \n
                            1. Podceli\u010dna segmentacija v \u017eivih celicah.<\/li>\n<\/ol>\n<\/li>\n
                            2. Fiziologija v zdravju, bolezni in staranju.\n
                                \n
                              1. Razvr\u0161\u010danje ko\u017enega raka na podlagi slik dermoskopije.<\/li>\n
                              2. Odkrivanje diabeti\u010dne retinopatije na posnetkih dna mre\u017enice.<\/li>\n
                              3. Interpretacija rentgenskega posnetka prsnega ko\u0161a.<\/li>\n<\/ol>\n<\/li>\n
                              4. Imuniteta, oku\u017ebe in imunoterapija\n
                                  \n
                                1. Analiza bakterijskih slik.<\/li>\n<\/ol>\n<\/li>\n
                                2. Biologija okolja, ekologija in evolucija\n
                                    \n
                                  1. Prepoznavanje slik prosto\u017eive\u010dih \u017eivali<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/div><\/div><\/div>

                                    <\/i><\/i><\/span>Dru\u017ebene in humanisti\u010dne vede<\/span><\/a><\/h4><\/div>
                                    \n
                                      \n
                                    1. Dru\u017ebeni svet in njegova raznolikost\n
                                        \n
                                      1. Sklepanje o socialno-ekonomskem statusu na podlagi letalskih posnetkov.<\/li>\n<\/ol>\n<\/li>\n
                                      2. Preu\u010devanje \u010dlove\u0161ke preteklosti\n
                                          \n
                                        1. Prediktivna arheologija.<\/li>\n<\/ol>\n<\/li>\n
                                        2. \u010clove\u0161ka mobilnost, okolje in prostor\n
                                            \n
                                          1. Modeliranje parametrov pandemije s simulirano populacijsko dinamiko.<\/li>\n
                                          2. Razumevanje vzorcev rasti mest.<\/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>

                                            Uporabna metodologija umetne inteligence<\/a><\/h4>\n<\/div><\/div><\/div><\/div><\/div><\/div>
                                            <\/div><\/div>

                                            Uporabna umetna inteligenca na podro\u010dju IKT<\/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-3905","page","type-page","status-publish","hentry"],"yoast_head":"\nUporabna umetna inteligenca v znanosti - 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\/sl\/uporabna-umetna-inteligenca-v-znanosti\/\" \/>\n<meta property=\"og:locale\" content=\"sl_SI\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Uporabna umetna inteligenca v znanosti - TSAAI\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.tsaai.eu\/sl\/uporabna-umetna-inteligenca-v-znanosti\/\" \/>\n<meta property=\"og:site_name\" content=\"TSAAI\" \/>\n<meta property=\"article:modified_time\" content=\"2023-07-11T22:40:21+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"18 minut\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.tsaai.eu\/sl\/uporabna-umetna-inteligenca-v-znanosti\/\",\"url\":\"https:\/\/www.tsaai.eu\/sl\/uporabna-umetna-inteligenca-v-znanosti\/\",\"name\":\"Uporabna umetna inteligenca v znanosti - 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