英文【莱坊】2025年春季房地产量化技术

IKnightFrankQuantifying technologyn real estateSpri'g 2025Toch rends rsheoiniti ulobal roal ustatu cylarnicskniglit.fralnk.cnm/TcazaTchKnightBERKADIAcroisette.FrankINSTANT INSIGHTS5NET-ZERO TECHNOLOGY8DIGITALMEETSPHYSICALINERASTRUCTUREOr th? radar: I t tre sapirg mmor'tw's warous?Jara cert'es in transiion16SEMICONDUCTORSCh ps the letble20TECHNOLOGICALINTEGRATION21Wy rea sstete mast snmbrace rechology in he fece o' g soel weelthtrarstor22-a're=sing inncvation23he crl cal r of aualiy real eslale dala Icor Al21-rarsform na real essa throug data and techrclogyForewordhe 'mpect of'technelees on tealastate hasn't almss hean rlwlolls.but tec.xy it is undeniable. This.Lates. insight auntl viws cu h?. mytiacl ways :echnsl>2v Iscinalginc r.he real eatare lalnciscgpe:invusnn dicns, Iimfroin chc rctl:d ofwnrk cvedualiurts t tke very tdesigl ut thspatxs ve Ivil<l.Al l: at t'-e fntefront n' rhistrunsfortrxtinn. driving efficizncyauTuss Nul ustute, Thw gutxt. AIanl unuovuring leuur ineighprniccted ta imcre rhs trehle frommark in mmerclal hpetty is303 hillicn in 21)25 tn ncyri: $1IrillEun ty 2029, unxetcusing juslhw curral A. is te ltt inuu lry'sfulure.We are slregc: seeilnz theKNG IT , EN OTWILLIAM BEAPDNOR= G AYimct. :ha tli: cnergele nf Aland othur lxehnologies is hzvingAYL GkU.J- tI [Ikorl rual csllu, Iutal uo.n's i.x lase in pint: wiih m),.nt'ng.thi: seetat is 2volring rupidiy, bothnress1res oi pne" alld cnnllng.rhe t.K's ecl1-enalsled "et-zerndriven by AI clemand anlthars Lhe bruz.dey ecncm.y in 2024econcmy gr thre ti:11s tust:roptiuiswl ly its ittellsele. trjeclusy tapes let t.suntinu?Xeanehile.a.tomatlonis"mwrh. dlellive-Ing dlverae, -leslhleReal estate is tentral t>ihisrerdefin' iig hws gand: aremallutacr...rct. tntd a..:JclisLrit.ted in the indus .ial zndall:d sustain:hl sacs tn 111cet. thcJailic: swlurs, Aulorornu snds uJ climale Jexusxi seclurs.As thu [clwurk u] digilul'tarl; factries' coulkl ixecrnefast'uct..Ie avances, s<loeIncraas i1gly prewalen: arirh1l r'err a'sllin re turn darg In.onexr.ciade.i:uprovxd deerso inaking andacti:gbl insiehts. lhc prr.ix orLncierjinning uany u] thcseimutiums r. cnticuutlurg-xcl puretiot. rtliicuic isthe heart n' mndari rerhnninsy. Asips ihe crinisal xm,xmnents a.Ie ::nlox:'ced relthi hlgh-c.1alitsteal, but the full pr>lential will onlcctorars and gswtnne.ts: sesledumsli pd..ctio, al cs.So ys, whal cn" scemelclutlau w Roucw, citcct.ytechicpv is fauntkr.ional :o realurli'ly is tow irclux. utklrebl:supporting chis facrities and teecnsysremclatering arndesrare's fitlre. Ilmr Jut ?tl1=Tr.i:ipnrantig. pliysical rcal cstacSuklainabiliuy ix inscparab.cwill alays bo 2nLial L?Irorn hi vulutiott, Fur cxtupls,techlugy's Lrau- lore.LiunBACK TO CONTENTSEaC≤ TO CONTENTBInstant insightsWhat are chips?Why do chlps matter?Where are the global hotspotsfor semleonductors?hi.s, r Fe""iranilnt?s, aat :s thea r er, .?se.tia ne c elertrrir evres.dertatrll anl demand is se.!I'saly rare rt : ican, theyJutl b 2000.Gr1etcr.n'aln all o*s r.