AI mu kuvumbura ibikoresho
AI ihanura ibikoresho bishya bishobora kubaho, bihamye, kandi bifite ibintu byingirakamaro, bigabanya cyane gushakisha binyuze mumwanya muto utagira umupaka wibintu bishoboka.
Incamake
It matters for batteries, solar cells, superconductors, and catalysts where finding the right material can take decades.
Kwibira cyane
Ubusanzwe, kuvumbura ibintu bishya byasobanuraga buhoro buhoro kugerageza-no-kwibeshya cyangwa kugereranya kwant-mashini. AI yihutisha impande zombi. Imiyoboro ya Graph neural yerekana kristu nka atome (node) hamwe na bonds (impande) kandi wige guhanura ibintu nkingufu zo gushiraho, icyuho cyumurongo, cyangwa ubwikorezi muri milisegonda aho kuba amasaha yubumenyi bwimikorere. Moderi yibyara inyungu itanga abakandida bashya rwose, kandi AI yerekana miriyoni yabyo kugirango ibendera bike bikwiye gukora muri laboratoire. Muri 2023 GNoME ya DeepMind yatangaje ibihumbi magana byahanuwe bya kristu ihamye, kandi __AIU_PROTECTED_5 __ 'MatterGen yerekanye ibyara ibyara inyungu kubintu byifuzwa. Kwiyongera kwizi moderi zigaburira laboratoire yo gutwara, aho robot ikora kandi ikagerageza abakandida bambere mu buryo bwikora.
Ubushishozi
Moderi ya Crystal-imitungo nkibishushanyo mbonera byubahiriza ibipimo bya fiziki: ntabwo bihinduka muguhindura, kuzunguruka, cyangwa guhinduranya atom, ibyo bigatuma ubuhanuzi buhuza kumubiri kandi bukora neza. Umuyoboro usanzwe ukoresha surrogate yihuta yo gutondekanya amamiriyoni yabakandida, hanyuma ukemeza ibyiza hamwe nubucucike bwimikorere, hanyuma ugahuza intoki. Iyi feri ihindura ubushakashatsi budasubirwaho murutonde rukurikirana mugihe ugenzura ubugenzuzi bukomeye bwa fiziki kumpera.
Ingaruka z'Ingamba
Build choices
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo.
Itsinda hamwe nakazi
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera.
Risk and safety
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa.
Kazoza ka AI mubikoresho byo kuvumbura
Imipaka ifunga uruziga: igishushanyo mbonera cyerekana ibikoresho bigenewe, AI itegura inzira ya synthesis, hamwe na laboratoire ya robot yigenga ikora no kubipima nibisubizo bigaruka mubyitegererezo. Tegereza uburyo bunoze bwo guhuza imbaraga, ntabwo ari thermodynamic gusa, hiyongereyeho gukura mumashini yize interatomic ishobora gukoreshwa na molekulari hafi ya kwant kwukuri ariko umuvuduko mwinshi cyane, ufungura ubushakashatsi burebure kandi bunini.
Gushyira mu bikorwa Isi
GNoME ya DeepMind ihanura ibihumbi magana bishya byubaka bya kristu no kwagura ibikoresho bizwi
Imashini yize interatomique ishobora gukora byihuse, hafi-DFT-yukuri ya molekulari yingirakamaro kuri alloys na electrolytike
Moderi yibyara nka MatterGen itanga kristu igenewe icyuho cyifuzwa cyangwa umutungo wa magneti
Laboratoire yo kwikorera wenyine (urugero, A-Lab) aho AI itoranya abakandida na robo ikomatanya kandi ikabiranga mu bwigenge
Ingaruka & Kurinda
Gutangiza inzira yamenetse birashobora kongera ibibazo bihari.
Amakipe arashobora gukora cyane kandi agakuraho ibitekerezo byabantu bikenewe.
Ubwiza burashobora gutemba niba ibisubizo bidahwema gusuzumwa.
Igishushanyo mbonera
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye.
Hugura abakoresha kubisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Laboratoire ya Isomorphic
Ibibazo bikunze kubazwa
What is AI in Materials Discovery?
AI ihanura ibikoresho bishya bishobora kubaho, bihamye, kandi bifite ibintu byingirakamaro, bigabanya cyane gushakisha binyuze mumwanya muto utagira umupaka wibintu bishoboka. Nibyingenzi kuri bateri, selile yizuba, superconductor, na catalizator aho kubona ibikoresho bikwiye bishobora gufata imyaka mirongo.
Nigute urusobe rw'imiterere rusanzwe rusobanura kristu?
Crystal ni ibishushanyo bisanzwe: atome ni node kandi guhuza interatomic ni impande, kureka GNNs ikamenya imiterere-umutungo.
Ni ubuhe buryo buhoro bwo kubara bwa fiziki surrogates akenshi isimbuza kwihuta?
DFT ni ukuri ariko ihenze; neural surrogates igereranya imitungo yayo muri milisegonda kugirango yerekane abakandida benshi.
Niki GNoME ya DeepMind yatanze muri 2023?
GNoME yahanuye umubare munini wa kristu ihamye, yagura cyane ububiko bwibikoresho byabakandida.
Ni ukubera iki kudahinduka no guhinduranya ari ngombwa mubikoresho byerekana ibikoresho?
Imiterere yumubiri ntigomba guhinduka niba uzunguruka, kwimuka, cyangwa gusubiramo atome; kubaka muri ibi bisobanuro bitezimbere ukuri no gukora neza amakuru.
Niki 'laboratwari yo gutwara ibinyabiziga' mubuvumbuzi bwibikoresho?
Laboratoire yigenga ifunga ikizunguruka: AI itanga ibikoresho na sisitemu ya robo ikora kandi ikayiranga, igaburira ibisubizo bigasubira mubyitegererezo.