Imizekelo kunye noHlalutyo lweNgqondo yoBugcisa ekuHlanjululweni kwezinto

1. Ukufumanisa okukrelekrele kunye nokuphucula ukusebenza kwezimbiwa

Kwicandelo lokucocwa kwesinyithi, umzi-mveliso wokucubungula izimbiwa uqaliseinkqubo yokuqaphela imifanekiso esekelwe ekufundeni okunzuluukuhlalutya i-ore ngexesha langempela. Ii-algorithms ze-AI zichonga ngokuchanekileyo iimpawu zomzimba ze-ore (umz., ubungakanani, imilo, umbala) ukuze zihlele kwaye zihlole i-ore ekumgangatho ophezulu ngokukhawuleza. Le nkqubo inciphise izinga leempazamo zokuhlela ngesandla ukusuka kwi-15% ukuya kwi-3%, ngelixa inyusa ukusebenza kakuhle kokucubungula nge-50%.
‌UhlalutyoNgokutshintsha ubuchule bomntu ngeteknoloji yokubona izinto ezibonakalayo, i-AI ayinciphisi nje kuphela iindleko zomsebenzi kodwa ikwaphucula ubunyulu bezinto eziluhlaza, ibeka isiseko esomeleleyo samanyathelo okucoca alandelayo.

2. Ulawulo lweeParamitha kwiMveliso yeZixhobo zeSemiconductor

I-Intel isebenzisa i-Inkqubo yolawulo eqhutywa yi-AIkwimveliso ye-semiconductor wafer ukujonga iiparameter ezibalulekileyo (umz., ubushushu, ukuhamba kwegesi) kwiinkqubo ezifana nokufakwa komphunga wekhemikhali (i-CVD). Iimodeli zokufunda koomatshini zilungisa ngokuguquguqukayo indibaniselwano yeeparameter, zinciphisa amanqanaba okungcola kwe-wafer ngama-22% kwaye zonyusa isivuno nge-18%.
‌UhlalutyoI-AI ibamba ubudlelwane obungangqalanga kwiinkqubo ezintsonkothileyo ngokusebenzisa imodeli yedatha, iphucula iimeko zokucoca ukunciphisa ukugcinwa kokungcola kunye nokuphucula ubumsulwa bokugqibela bezinto.

3. Ukuhlolwa kunye nokuqinisekiswa kwee-Electrolytes zeLithium Battery

IMicrosoft isebenzisene nePacific Northwest National Laboratory (PNNL) ukusebenzisaIimodeli ze-AIUkuhlola izixhobo ezingama-32 ezigidi, ukuchonga i-electrolyte yesimo esiqinileyo i-N2116. Ezi zinto zinciphisa ukusetyenziswa kwesinyithi se-lithium nge-70%, zinciphisa umngcipheko wokhuseleko obangelwa kukusebenza kwe-lithium ngexesha lokucocwa. I-AI igqibe ukuvavanya kwiiveki ezimbalwa—umsebenzi owawuthatha iminyaka engama-20.
‌UhlalutyoUkuhlolwa kwekhompyutha okuqhutywa yi-AI okukhawulezisa ukufunyanwa kwezinto ezicocekileyo kakhulu ngelixa kusenziwa lula iimfuno zokucoca ngokuphucula ukwakheka kwezinto, ukulinganisela ukusebenza kakuhle kunye nokhuseleko.

Iingcamango Zobuchwephesha Eziqhelekileyo

• ‌Ukwenza Izigqibo Eziqhutywa YidathaI-AI idibanisa idatha yovavanyo kunye neyokulinganisa ukulinganisa ubudlelwane phakathi kweempawu zezinto kunye neziphumo zokucoca, inciphisa kakhulu imijikelo yovavanyo kunye neempazamo.
• ‌Ukwenziwa ngcono kwee-Multi-ScaleUkususela kumalungiselelo e-athomu (umz., ukuvavanywa kwe-N2116 ⁶ ) ukuya kwiiparamitha zenkqubo yenqanaba elikhulu (umz., ukwenziwa kwe-semiconductor ⁵ ), i-AI ivumela ukusebenzisana kwezinga eliphakathi.
• ‌Impembelelo yoQoqoshoEzi meko zibonisa ukwehla kweendleko ze-20–40% ngokuzuza ukusebenza kakuhle okanye ukunciphisa inkunkuma.

Le mizekelo ibonisa indlela i-AI eguqula ngayo ubuchwepheshe bokucoca izinto kwiinqanaba ezahlukeneyo: ukucubungula kwangaphambili izinto eziluhlaza, ulawulo lwenkqubo, kunye noyilo lwecandelo.