{"id":26701,"date":"2023-02-15T23:50:00","date_gmt":"2023-02-16T02:50:00","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/crimean-congo-hemorrhagic-fever-copy\/"},"modified":"2023-02-16T13:07:29","modified_gmt":"2023-02-16T16:07:29","slug":"artificial-intelligence-in-science","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/sk\/umela-inteligencia-vo-vede\/","title":{"rendered":"Umel\u00e1 inteligencia vo vede"},"content":{"rendered":"

Umel\u00e1 inteligencia (AI), ktor\u00e1 men\u00ed pravidl\u00e1 hry v r\u00f4znych oblastiach, m\u00e1 vplyv aj na vedu. V\u010faka umelej inteligencii sa zmenil zber, anal\u00fdza a interpret\u00e1cia \u00fadajov, \u010do viedlo k efekt\u00edvnej\u0161iemu a \u00fa\u010dinnej\u0161iemu v\u00fdskumu. Ke\u010f\u017ee v posledn\u00fdch rokoch exponenci\u00e1lne nar\u00e1stol objem \u00fadajov, umel\u00e1 inteligencia vo vede umo\u017e\u0148uje v\u00fdskumn\u00edkom pochopi\u0165 \u010doraz v\u00e4\u010d\u0161ie mno\u017estvo inform\u00e1ci\u00ed a poskytuje poznatky, ktor\u00e9 by pri pou\u017eit\u00ed tradi\u010dn\u00fdch met\u00f3d neboli mo\u017en\u00e9.<\/p>\n\n\n\n

Pokroky v oblasti umelej inteligencie umo\u017enili automatizova\u0165 rutinn\u00e9 \u00falohy, \u010do vedcom uvo\u013enilo \u010das, aby sa mohli s\u00fastredi\u0165 na myslenie a tvorbu na vy\u0161\u0161ej \u00farovni. V tomto blogu sa budeme venova\u0165 tomu, ako sa umel\u00e1 inteligencia vo vede \u00faspe\u0161ne vyu\u017e\u00edva v najr\u00f4znej\u0161\u00edch oblastiach, od biol\u00f3gie a ch\u00e9mie a\u017e po fyziku a astron\u00f3miu.<\/p>\n\n\n\n

Budeme diskutova\u0165 o lep\u0161om pochopen\u00ed toho, \u010do sa deje pr\u00e1ve teraz, o v\u00fdzvach, ktor\u00fdm \u010del\u00edme, a o mo\u017enostiach bud\u00faceho pokroku. Tu je n\u00e1\u0161 poh\u013ead na to, ako m\u00f4\u017ee umel\u00e1 inteligencia zlep\u0161i\u0165 na\u0161e ch\u00e1panie sveta okolo n\u00e1s a pom\u00f4c\u0165 vyrie\u0161i\u0165 niektor\u00e9 z najnaliehavej\u0161\u00edch vedeck\u00fdch v\u00fdziev s\u00fa\u010dasnosti.<\/p>\n\n\n\n

\u010co je umel\u00e1 inteligencia?<\/h2>\n\n\n\n

V oblasti umelej inteligencie s\u00fa stroje navrhnut\u00e9 tak, aby sa spr\u00e1vali a mysleli ako \u013eudia s cie\u013eom simulova\u0165 \u013eudsk\u00fa inteligenciu. Programy a algoritmy u\u017e dok\u00e1\u017eu napodobni\u0165 \u013eudsk\u00fa inteligenciu vykon\u00e1van\u00edm \u00faloh, ako je vizu\u00e1lne vn\u00edmanie, rozpozn\u00e1vanie re\u010di, rozhodovanie a preklad jazyka. Technol\u00f3giu umelej inteligencie mo\u017eno rozdeli\u0165 do dvoch kateg\u00f3ri\u00ed: \u00fazkej a v\u0161eobecnej. <\/p>\n\n\n\n

\u00dazka a v\u0161eobecn\u00e1 umel\u00e1 inteligencia<\/h3>\n\n\n\n

Cie\u013eom \u00fazkej umelej inteligencie je vykon\u00e1va\u0165 ur\u010dit\u00fa \u00falohu, napr\u00edklad rozpozn\u00e1vanie obrazu alebo preklad jazyka, zatia\u013e \u010do \u00falohou v\u0161eobecnej umelej inteligencie je by\u0165 schopn\u00fd vykon\u00e1va\u0165 ak\u00fako\u013evek intelektu\u00e1lnu \u00falohu, ktor\u00fa by mohol vykon\u00e1va\u0165 \u010dlovek.<\/p>\n\n\n\n

S rozvojom umelej inteligencie m\u00e1 potenci\u00e1l prinies\u0165 revol\u00faciu do r\u00f4znych odvetv\u00ed, ako je zdravotn\u00edctvo, financie a doprava, preto\u017ee dok\u00e1\u017ee vykon\u00e1va\u0165 \u00falohy efekt\u00edvnej\u0161ie a presnej\u0161ie ako \u013eudia. Medzit\u00fdm je probl\u00e9mom aj potenci\u00e1lny vplyv umelej inteligencie na s\u00fakromie a zamestnanos\u0165, preto je potrebn\u00e9 pokra\u010dova\u0165 vo v\u00fdskume, aby sa zabezpe\u010dilo, \u017ee jej v\u00fdvoj a pou\u017e\u00edvanie bud\u00fa etick\u00e9 a zodpovedn\u00e9.<\/p>\n\n\n\n

\u0160pi\u010dkov\u00fd n\u00e1stroj pre vedeck\u00fd dizajn<\/h2>\n\n\n\n

Mind the Graph je dokonal\u00fd n\u00e1stroj na vytv\u00e1ranie kr\u00e1snych vedeck\u00fdch n\u00e1vrhov, aj ke\u010f nem\u00e1te \u017eiadne dizajn\u00e9rske zru\u010dnosti. Sta\u010d\u00ed pretiahnu\u0165 prvky do pracovn\u00e9ho priestoru alebo za\u010da\u0165 pracova\u0165 na jednej z na\u0161ich pripraven\u00fdch \u0161abl\u00f3n.<\/p>\n\n\n\n

<\/div>\n\n\n\n
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Vysk\u00fa\u0161ajte pracovn\u00fd priestor teraz<\/a><\/div>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n

Ak\u00fdm sp\u00f4sobom prispieva umel\u00e1 inteligencia k vede?<\/h2>\n\n\n\n

Vyu\u017e\u00edvanie umelej inteligencie dnes sp\u00f4sobuje revol\u00faciu vo vedeckom v\u00fdskume. V r\u00f4znych oblastiach vedy sa umel\u00e1 inteligencia vyu\u017e\u00edva na anal\u00fdzu obrovsk\u00e9ho mno\u017estva \u00fadajov, automatiz\u00e1ciu rutinn\u00fdch \u00faloh a nov\u00e9 objavy, ktor\u00e9 by boli pred nieko\u013ek\u00fdmi rokmi nepredstavite\u013en\u00e9. Pozrite si, \u010do sa doteraz podarilo objavi\u0165 v niektor\u00fdch oblastiach \u0161t\u00fadia.<\/p>\n\n\n\n

Farmakol\u00f3gia<\/h3>\n\n\n\n

V\u010faka rozvoju umelej inteligencie vo vede boli objaven\u00e9 nov\u00e9 lieky, mo\u017eno pochopi\u0165 choroby a \u010falej sa sk\u00famaj\u00fa zlo\u017eit\u00e9 molekul\u00e1rne \u00fadaje. Genetick\u00e9 \u00fadaje sa sprac\u00favaj\u00fa algoritmami umelej inteligencie, aby sa pochopila hlavn\u00e1 pr\u00ed\u010dina chor\u00f4b, ako je rakovina, a aby sa na ne vyvinula \u00fa\u010dinn\u00e1 lie\u010dba.<\/p>\n\n\n\n

Nov\u00e9 objavy ukazuj\u00fa, \u017ee umel\u00fa inteligenciu mo\u017eno vyu\u017ei\u0165 pri objavovan\u00ed liekov ako prostriedok na predpovedanie potenci\u00e1lnych vlastnost\u00ed liekov, \u010do pom\u00f4\u017ee zefekt\u00edvni\u0165 cel\u00fd proces v\u00fdvoja liekov.<\/p>\n\n\n\n

Fyzika a astron\u00f3mia<\/h3>\n\n\n\n

Vyu\u017e\u00edvanie umelej inteligencie vo fyzike prinieslo nov\u00e9 objavy o z\u00e1kladnej povahe vesm\u00edru v\u010faka anal\u00fdze \u00fadajov z\u00edskan\u00fdch z ur\u00fdch\u013eova\u010dov \u010dast\u00edc, teleskopov a in\u00fdch pr\u00edstrojov. Vedci tie\u017e pou\u017e\u00edvaj\u00fa algoritmy umelej inteligencie na simul\u00e1ciu spr\u00e1vania zlo\u017eit\u00fdch disciplin\u00e1rnych syst\u00e9mov, \u010do im umo\u017e\u0148uje testova\u0165 ich te\u00f3rie a lep\u0161ie pochopi\u0165 svet okolo nich.<\/p>\n\n\n\n

Hubblov vesm\u00edrny teleskop a \u010fal\u0161ie satelitn\u00e9 misie vyu\u017e\u00edvaj\u00fa umel\u00fa inteligenciu na anal\u00fdzu obrovsk\u00e9ho mno\u017estva \u00fadajov z teleskopov. Nebesk\u00e9 objekty, ako s\u00fa hviezdy, galaxie a \u010dierne diery, sa identifikuj\u00fa a klasifikuj\u00fa pomocou algoritmov umelej inteligencie a pomocou t\u00fdchto algoritmov sa sk\u00famaj\u00fa aj ich vlastnosti a spr\u00e1vanie.<\/p>\n\n\n\n

Ch\u00e9mia<\/h3>\n\n\n\n

Umel\u00e1 inteligencia sa v ch\u00e9mii vyu\u017e\u00edva v mnoh\u00fdch oblastiach, napr\u00edklad pri anal\u00fdze ve\u013ek\u00fdch s\u00faborov \u00fadajov, automatiz\u00e1cii rutinn\u00fdch \u00faloh a navrhovan\u00ed nov\u00fdch zl\u00fa\u010den\u00edn na z\u00e1klade pou\u017eitia umelej inteligencie. \u010coraz \u010dastej\u0161ie sa pou\u017e\u00edvaj\u00fa algoritmy umelej inteligencie na predpovedanie vlastnost\u00ed potenci\u00e1lnych nov\u00fdch materi\u00e1lov, napr\u00edklad supravodi\u010dov, ako aj na navrhovanie katalyz\u00e1torov, ktor\u00e9 sa m\u00f4\u017eu pou\u017ei\u0165 na pr\u00edpravu chemick\u00fdch l\u00e1tok na pou\u017eitie v chemick\u00fdch reakci\u00e1ch.<\/p>\n\n\n\n

Veda prech\u00e1dza r\u00fdchlou transform\u00e1ciou v\u010faka umelej inteligencii. Umel\u00e1 inteligencia pom\u00e1ha vedcom objavova\u0165 nov\u00e9 veci a zlep\u0161ova\u0165 na\u0161e ch\u00e1panie sveta t\u00fdm, \u017ee zjednodu\u0161uje procesy a u\u013eah\u010duje anal\u00fdzu \u00fadajov.<\/p>\n\n\n\n

Ako sa zmen\u00ed umel\u00e1 inteligencia vo vede?<\/h2>\n\n\n\n

Urobia sa nov\u00e9 objavy a zlo\u017eit\u00e9 probl\u00e9my sa bud\u00fa rie\u0161i\u0165 efekt\u00edvnej\u0161ie a r\u00fdchlej\u0161ie. \u010eal\u0161ou v\u00fdhodou umelej inteligencie je jej schopnos\u0165 prekona\u0165 niektor\u00e9 obmedzenia tradi\u010dn\u00fdch v\u00fdskumn\u00fdch met\u00f3d, ako je napr\u00edklad n\u00e1ro\u010dnos\u0165 simul\u00e1cie zlo\u017eit\u00fdch syst\u00e9mov a pr\u00edstup k ve\u013ek\u00fdm s\u00faborom \u00fadajov. T\u00e1to technol\u00f3gia umo\u017en\u00ed v\u00fdskumn\u00edkom z\u00edskava\u0165 v\u00fdsledky v re\u00e1lnom \u010dase z viacer\u00fdch zdrojov a identifikova\u0165 z\u00e1konitosti, ktor\u00e9 predt\u00fdm nebolo mo\u017en\u00e9 odhali\u0165.<\/p>\n\n\n\n

Aplik\u00e1cia umelej inteligencie vo vede m\u00e1 potenci\u00e1l sp\u00f4sobi\u0165 revol\u00faciu vo vede a bude ma\u0165 v\u00fdznamn\u00fd vplyv na na\u0161e ch\u00e1panie sveta. K\u013e\u00fa\u010dom k zabezpe\u010deniu etick\u00e9ho a zodpovedn\u00e9ho vyu\u017e\u00edvania umelej inteligencie vo vede je zabezpe\u010di\u0165, aby sa na jej pr\u00ednosoch podie\u013eali v\u0161etci rovnako. Zodpovedn\u00e9 vyu\u017e\u00edvanie umelej inteligencie bude formova\u0165 bud\u00facnos\u0165 vedy a my mus\u00edme zabezpe\u010di\u0165, aby sa vyu\u017e\u00edvala pre v\u00e4\u010d\u0161ie dobro.<\/p>\n\n\n\n

Posu\u0148te svoje infografiky na vy\u0161\u0161iu \u00farove\u0148 s Mind the Graph<\/h2>\n\n\n\n

Je to tak jednoduch\u00e9, vynik\u00e1 skvelou infografikou od Mind the Graph<\/a>. So spr\u00e1vnymi n\u00e1strojmi a pr\u00edstupom m\u00f4\u017eete efekt\u00edvne komunikova\u0165 svoju vedu \u0161ir\u0161iemu publiku. Na\u0161a kni\u017enica obsahuje \u0161irok\u00fa \u0161k\u00e1lu ilustr\u00e1ci\u00ed z viac ako 80 oblast\u00ed. Vyberte si t\u00fa, ktor\u00e1 sa najlep\u0161ie hod\u00ed pre va\u0161u pr\u00e1cu, a \u013eahko vytv\u00e1rajte kr\u00e1sne infografiky.<\/p>\n\n\n\n

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\"\"<\/figure><\/div>\n\n\n
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Zv\u00fd\u0161te svoj v\u00fdskum pomocou ilustr\u00e1ci\u00ed<\/a><\/div>\n<\/div>\n\n\n\n
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<\/p>","protected":false},"excerpt":{"rendered":"

V tomto \u010dl\u00e1nku sa budeme venova\u0165 tomu, ako sa umel\u00e1 inteligencia vo vede \u00faspe\u0161ne vyu\u017e\u00edva v najr\u00f4znej\u0161\u00edch oblastiach.<\/p>","protected":false},"author":27,"featured_media":26709,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[959,28],"tags":[],"yoast_head":"\nArtificial intelligence in Science<\/title>\n<meta name=\"description\" content=\"Throughout this article, we will discuss how artificial intelligence in science is being successfully used in a wide variety of fields.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mindthegraph.com\/blog\/sk\/maksligais-intelekts-zinatne\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Artificial 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