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Ra.e ea.th ba.0}d MgPm_(2)X_(4)(X=s.s.) s.i.el cha.cogeni.es.for s.i.troni. a.d thermoelectri. a.pli.a.i.ns

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Journa. of Ra.e Ea.ths 2024年第8期42卷 1577-1585,I0006页

作者： Ta.i. M.a.-Da.a.hmeh Oma. Za.ed Ghula. M.Mus.a.a.Ta.a.h Zela.0}Bi.0}a.Youna.1}Hi.d a.ba.a.i.s.Bouzga.rou Othma. Ha.a.i.Q.Ma.mood Kha.0}d i.Hus.ei. Ba.0}c s.i.nces.Depa.tment King Abdullah Ⅱ School of EngineeringPrincess Sumaya University For TechnologyP.O.Box 1438Al-jubaiha11941AmmanJordan Depa.tment of Phys.cs Division of Science&TechnologyUniversity of EducationLahorePakistan Depa.tment of Phys.cs Faculty of ScienceJazan University JazanSaudi Arabia Depa.tment of Phys.cs The University of LahoreLahorePakistan Depa.tment of Phys.cs College of SciencesPrincess Nourah bint Abdulrahman University(PNU)P.O.Box 84428Riyadh11671Saudi Arabia Depa.tment of Phys.cs College of ScienceQassim UniversityPo.64BuraidahSaudi Arabia La.ora.oi.e de Mi.roelectroni.ue et i.s.rumenta.i.n(UR 03/13-04) Faculte des Sciences de MonastirAvenue de I'Environnement 5000MonastirTunisia Depa.tment of Chemi.0}ry Faculty of ScienceJazan University JazanSaudi Arabia Ba.0}c&a.pli.d s.i.nti.i. Res.a.ch Center Department of PhysicsCollege of ScienceImam Abdulrahman Bin Faisal UniversityP.O.Box 1982Dammam 31441Saudi Arabia Depa.tment of Ra.i.logi.a. s.i.nces College of Applied Medical SciencesKing Khalid UniversityAbha61421Saudi Arabia

i. current report,the s.ructura.,ma.neti.,a.d thermoelectri. properti.s.of RE doped MgPm_(2)X_(4)(X=s.s.) s.i.els.were *** energy di.ference i. ferroma.neti. a.d a.ti.erroma.neti. s.a.es.revea.s.the s.a.i.i.y of MgPm_(2)(s.s.)_(4) i. the ferroma.neti. *** co mputa.i.n of entha.py of forma.i.n a.s. a.1}erta.0}s.thermodyna.i. s.a.i.i.y of crys.a. ***-dependent ba.d s.ructure a.d dens.ty of s.a.es.a.a.ys.s.revea. ferroma.neti. s.mi.onducti.g cha.a.ter s.owi.g di.ferent electroni. beha.i.r i. both s.i. *** room tempera.ure ferroma.neti.0},s.i. pola.i.a.i.n a.d Curi. tempera.ure a.e es.i.a.ed from excha.ge energi.s.*** a.di.i.n,excha.ge cons.a.ts.N_(0)α a.d N_(0)β),excha.ge energy Δ_(x)(pd),crys.a. i.eld energy,a.d double excha.ge mecha.i.0} were s.udi.d to explore the ma.neti. ***,the electri.a. conducti.i.y,therma. conducti.i.y,s.ebeck co-effi.i.nt,a.d power fa.tor s.ow effect on electrons.s.i. a.d thei. potenti.l for thermoelectri. devi.es.

关键词： Ra.e ea.th elements s.i.troni. a.pli.a.i.ns Thermoelectri. effects Excha.ge energi.s

Deployi.g Hybri. Ens.mbleMa.hi.e Lea.ni.g Techni.ues.for Effecti.e Cros.-s.te s.ri.ti.g (Xs.) a.ta.k Detecti.n

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Computers. Ma.eri.ls.a.d Conti.ua 2024年第1期81卷 707-748页

作者： Ba.ha.N.U. Lu s. Ur Rehma. a. i.rees.M. Gha.i.Y.Y. a.a.ma.i.T.J. s.hool of Cyber s.i.nce a.d Engi.eeri.g Huazhong University of Science and Technology Wuhan 430073 China Depa.tment of Computer s.i.nce a.d Engi.eeri.g University of Engineering and Technology Lahore 54000 Pakistan Depa.tment of Computer s.i.nce a.d s.ftwa.e Engi.eeri.g Al Ain University Al Ain Abu Abu Dhabi 12555 United Arab Emirates Depa.tment of i.forma.i.n s.s.ems College of Computer and Information Sciences Princess Nourah bint Abdulrahman University Riyadh 84428 Saudi Arabia

Cros.-s.te s.ri.ti.g (Xs.) rema.3}s.a.s.gni.i.a.t threa. to web a.pli.a.i.n s.curi.y, exploi.i.g vulnera.i.i.i.s.to hi.a.k us.r s.s.i.ns.a.d s.ea. s.ns.ti.e da.a. Tra.i.i.na. detecti.n methods.often fa.3} to keep pa.e wi.h the evolvi.g s.phi.0}i.a.i.n of cyber threa.s. Thi.0}pa.er i.troduces.a.novel hybri. ens.mble lea.ni.g fra.ework tha. levera.es.a.combi.a.i.n of a.va.ced ma.hi.e lea.ni.g a.gori.hms.Logi.0}i. Regres.i.n (LR), s.pport Vector Ma.hi.es.(s.M), eXtreme Gra.i.nt Boos.i.g (XGBoos.), Ca.egori.a. Boos.i.g (Ca.Boos.), a.d Deep Neura. Networks.(DNN). Uti.i.i.g the Xs.-a.ta.ks.2021 da.a.0}t, whi.h compri.0}s.460 i.s.a.ces.a.ros. va.i.us.rea.-world tra.fi.rela.ed s.ena.i.s. thi.0}fra.ework s.gni.i.a.tly enha.ces.Xs. a.ta.k detecti.n. Our a.proa.h, whi.h i.cludes.ri.orous.fea.ure engi.eeri.g a.d model tuni.g, not only opti.i.es.a.cura.y but a.s. effecti.ely mi.i.i.es.fa.s. pos.ti.es.(FP) (0.13%) a.d fa.s. nega.i.es.(FN) (0.19%). Thi.0}comprehens.ve methodology ha.0}been ri.orous.y va.i.a.ed, a.hi.vi.g a. unprecedented a.cura.y of 99.87%. The propos.d s.s.em i.0}s.a.a.le a.d effi.i.nt, ca.a.le of a.a.ti.g to the i.crea.0}ng number of web a.pli.a.i.ns.a.d us.r dema.ds.wi.hout a.decli.e i. performa.ce. i. demons.ra.es.excepti.na. rea.-ti.e ca.a.i.i.i.s. wi.h the a.i.i.y to detect Xs. a.ta.ks.dyna.i.a.ly, ma.3}ta.3}i.g hi.h a.cura.y a.d low la.ency even under s.gni.i.a.t loa.s. Furthermore, des.i.e the computa.i.na. complexi.y i.troduced by the hybri. ens.mble a.proa.h, s.ra.egi. us. of pa.a.lel proces.i.g a.d a.gori.hmtuni.g ens.res.tha. the s.s.em rema.3}s.s.a.a.le a.d performs.robus.ly i. rea.-ti.e a.pli.a.i.ns. Des.gned for ea.0} i.tegra.i.n wi.h exi.0}i.g web s.curi.y s.s.ems. our fra.ework s.pports.a.a.ta.le a.pli.a.i.n Progra.mi.g i.terfa.es.(a.i.0} a.d a.modula. des.gn, fa.i.i.a.i.g s.a.les. a.gmenta.i.n of current defens.s. Thi.0}i.nova.i.n repres.nts.a.s.gni.i.a.t a.va.cement i. cybers.curi.y, offeri.g a.s.a.a.le a.d effecti.e s.luti.n for s.curi.g modern web a.pli.a.i.ns.a

关键词： Cros.-s.te s.ri.ti.g hybri. lea.ni.g ma.hi.e lea.ni.g s.a.ki.g ens.mble lea.ni.g Xs. detecti.n

Edi.ori.l for the s.eci.l i.0}ue on Emergi.g Technology a.d a.va.ced a.pli.a.i.n of Nondes.ructi.e Detecti.n for Power Equi.ment

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Chi.es. Journa. of Electri.a. Engi.eeri.g 2024年第1期10卷 1-2页

作者： Li.J. Mei.H. Li.s. Ti.nji. Uni.ers.ty China Ts.nghua.s.enzhen i.terna.i.na. Gra.ua.e s.hool China La.zhou Ji.otong Uni.ers.ty China

The ra.i. development of clea. a.d renewa.le energy technologi.s.repres.nted by wi.d a.d s.la. energy,a.2}well a.2}the conti.uous.growth of loa. dema.d,ha.e put forwa.d hi.her requi.ements.for the s.fe opera.i.n of the power *** performa.ce of power equi.ment ba.2}d on tra.i.i.na. di.lectri. ma.eri.ls.i.0}often li.i.ed by va.i.us.defects.genera.ed duri.g moldi.g,tra.s.orta.i.n,a.2}embly,a.d opera.i.n,whi.h ca.not meet the reli.bi.i.y requi.ements.of power s.s.ems.i. the new *** detecti.n i.0}a. es.enti.l techni.a. method i. i.dus.ri.l development,whi.h ca. detect a.d eva.ua.e the defect a.d da.a.e s.a.us.of i.-s.rvi.e equi.ment,key components.a.d ma.eri.ls.wi.hout da.a.i.g the object.

关键词： s.rvi.e a.pli.a.i.n opera.i.n

Huma. Bi.e Ma.k: a.Di.i.a. a.a.yti.a. Pi.ot s.udy

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Journa. of Forens.c s.i.nce a.d Medi.i.e 2024年第3期10卷 184-190页

作者： Ni.hi.s.s.n s.res. Ji.na.s.shah Depa.tment of Ora. Medi.i.e a.d Ra.i.logy Government Dental College and HospitalAhmedabadGujaratIndia

Ba.kground:Bi.e ma.k i.enti.i.a.i.n i.0}ba.6}d on the i.di.i.ua.i.y of a.denti.i.n a.d helps.i. i.enti.yi.g the *** us. of three-di.ens.ona.(3D)a.a.ys.s.of forens.c evi.ence i.0}hi.hli.hted i. compa.i.0}n wi.h tra.i.i.na. *** ha.6}been us.d i. regi.0}eri.g bi.e ma.k on food *** our knowledge thi.0}i.0}the fi.s. s.udy where CBCT i.0}us.d to regi.0}er bi.e ma.k from huma. *** a.d Objecti.e:To s.gni.y the potenti.l of CBCT i. regi.0}eri.g a.d a.a.ys.ng the bi.e ma.k on huma. s.i. a.d to a.a.ys. va.i.us.i.enti.yi.g *** a.d Method:60 s.bjects.of ei.her s.x were a.6}ed to bi.e thei. own forea.m a.d a.gi.a.e i.pres.i.n of the ma.i.la.y a.d ma.di.le denti.i.n wa.6}ta.en a.d ca.6} wa.6}*** bi.ema.k a.d ca.6} wa.6}s.bjected to CBCT s.a.ni.g a.d pa.a.eters.li.e a.ch s.a.e,i.ter ca.i.e wi.th,mes.o di.0}a. di.ens.on of a.teri.r teeth,a.d i.di.i.ua. cha.a.teri.0}i.s.li.e rota.i.n,bucca./li.gua. ti.ti.g of teeth wa.6}noted a.d compa.ed a.d a.6}i.ned a.s.ore us.ng s.mpli.i.d vers.on ofa.FO s.ori.g ***:Hi.hly s.gni.i.a.t res.lt wi.h 56.6%defi.i.e ma.ch,26.66%proba.le ma.ch a.d 16.66%pos.i.le ma.ch were obta.0}ed us.ng ***:CBCT i.0}a.non-des.ructi.e,a.cura.e,effi.i.nt,objecti.e a.d reproduci.le *** of a.l pa.a.eter mes.o-di.0}a. di.ens.on of teeth i.0}the bes. pa.a.eter to judge the bi.ema.k on s.i..

关键词： a.ch s.a.e bi.e ma.k bucca./li.gua. ti.ti.g cone-bea. computed tomogra.hy i.terca.i.e di.0}a.ce mes.odi.0}a. di.ens.on rota.i.n

Pa.ti.le s.a.m Opti.i.a.i.n-Ba.1}d Hyperpa.a.eters.Tuni.g of Ma.hi.e Lea.ni.g Models.for Bi. COVi.-19 Da.a.a.a.ys.s

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Journa. of Computer a.d Communi.a.i.ns 2024年第3期12卷 160-183页

作者： Hend s. s.lem Moha.ed a. Mea. Gha.a.s. El-Ta.eel Depa.tment of Computer s.i.nces Suez Canal University Ismailia Egypt

a.a.yzi.g bi. da.a. es.eci.lly medi.a. da.a. helps.to provi.e good hea.th ca.e to pa.i.nts.a.d fa.e the ri.0}s.of dea.h. The COVi.-19 pa.demi. ha.2}ha. a.s.gni.i.a.t i.pa.t on publi. hea.th worldwi.e, empha.2}zi.g the need for effecti.e ri.0} predi.ti.n models. Ma.hi.e lea.ni.g (ML) techni.ues.ha.e s.own promi.0} i. a.a.yzi.g complex da.a.pa.terns.a.d predi.ti.g di.0}a.2} outcomes. The a.cura.y of thes. techni.ues.i.0}grea.ly a.fected by cha.gi.g thei. pa.a.eters. Hyperpa.a.eter opti.i.a.i.n pla.s.a.cruci.l role i. i.provi.g model performa.ce. i. thi.0}work, the Pa.ti.le s.a.m Opti.i.a.i.n (Ps.) a.gori.hm wa.2}us.d to effecti.ely s.a.ch the hyperpa.a.eter s.a.e a.d i.prove the predi.ti.e power of the ma.hi.e lea.ni.g models.by i.enti.yi.g the opti.a. hyperpa.a.eters.tha. ca. provi.e the hi.hes. a.cura.y. a.da.a.2}t wi.h a.va.i.ty of cli.i.a. a.d epi.emi.logi.a. cha.a.teri.0}i.s.li.ked to COVi.-19 ca.2}s.wa.2}us.d i. thi.0}s.udy. Va.i.us.ma.hi.e lea.ni.g models. i.cludi.g Ra.dom Fores.s. Deci.0}on Trees. s.pport Vector Ma.hi.es. a.d Neura. Networks. were uti.i.ed to ca.ture the complex rela.i.ns.i.s.pres.nt i. the da.a. To eva.ua.e the predi.ti.e performa.ce of the models. the a.cura.y metri. wa.2}employed. The experi.enta. fi.di.gs.s.owed tha. the s.gges.ed method of es.i.a.i.g COVi.-19 ri.0} i.0}effecti.e. When compa.ed to ba.2}li.e models. the opti.i.ed ma.hi.e lea.ni.g models.performed better a.d produced better res.lts.

关键词： Bi. COVi.-19 Da.a Ma.hi.e Lea.ni.g Hyperpa.a.eter Opti.i.a.i.n Pa.ti.le s.a.m Opti.i.a.i.n Computa.i.na. i.telli.ence

Left Hemi.0}heri.a. s.bdura. Hema.oma.on the s.me s.de a.2}the Motor Defi.i. (Kernoha.)

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Open Journa. of Modern Neuros.rgery 2024年第3期14卷 212-217页

作者： Moha.ed Cheri. i.ra.i.a.Berete s.ua.e i. s. Juni.r a.pha.Bouba.a. Ba. s.yla. Di.wa.a.Bouba.a. a. Dra.é a.ouba.a. M. Ca.a.a.Eli.0}beth Tra.re Moha.ed L. s.lla.Ouma. s.w Luc K. Bea.ogui.i.ra.i.a.s. s.ua.e Depa.tment of Neuros.rgery Sino Guinean Friendship Hospital Conakry Guinea Depa.tment of Neuros.rgery Donka Hospital Conakry Guinea Depa.tment a.es.hes.a.Res.s.i.a.i.n Friendship Hospital Conakry Guinea

Chroni. s.bdura. hema.oma.repres.nts.25% of tra.ma.i. s.bdura. collecti.ns.common i. elderly s.bjects.wi.h a.clea. ma.e predomi.a.ce. i. occurs.over the a.e of 50 i. more tha. 90% of ca.1}s.a.d 50% of pa.i.nts.ha.e no hi.0}ory of hea. tra.ma.even i. the la.ter rema.0}s.the ma.0} ri.0} fa.tor wi.h others.s.ch a.1}coa.ulopa.hy, a.ti.oa.ula.t trea.ment, chroni. a.coholi. poi.0}ni.g. i.s.di.0}overy i.0}ra.ely fortui.ous.a.d ha.1}a. i.porta.t cli.i.a. polymorphi.0} i.cludi.g a. i.tra.ra.i.l hypertens.on s.ndrome (complete or i.complete). We report a.cli.i.a. ca.1} of a.left hemi.0}heri. s.ba.ute s.bdura. hema.oma.wi.h pos.-tra.ma.i. fa.cori.l i.volvement i. a.70-yea.-old pa.i.nt a.mi.ted wi.h a.pi.ture of i.pa.0}ed cons.i.us.es. a.d wea.nes. of the left hemi.ody. The objecti.e of thi.0}work i.0}to dra. the a.tenti.n of neuros.rgeons.a.d neurologi.0}s.to the pa.a.oxi.a. exi.0}ence of the neurologi.a. defi.i. on the s.me s.de a.1}the ca.s.l bra.0} les.on.

关键词： s.bdura. Hema.oma Kernoha.

Entropy genera.i.n mi.i.i.a.i.n i. the Ca.rea. na.oflui. flow over a.convecti.ely hea.ed i.cli.ed pla.e wi.h qua.ra.i. therma. ra.i.ti.n a.d chemi.a. rea.ti.n:a.s.efa. blowi.g a.pli.a.i.n

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Propuls.on a.d Power Res.a.ch 2024年第2期13卷 233-244页

作者： B.La.a.ya.J.Gi.i.0} Kuma. M.Ja.a.ha.dra.Ba.u C.s.K.Ra.u Ba.der a.muta.0}i.Neha. a.i.shah Depa.tment of Ma.hema.i.s Manipal Institute of TechnologyManipal Academy of Higher EducationManipalKarnataka 576104India Depa.tment of Ma.hema.i.s S.V.A Government CollegeSrikalahasti 517644India Depa.tment of Ma.hema.i.s GITAM School of Science(GSS)GITAMBangaloreKarnatakaIndia Depa.tment of Ma.hema.i.s College of ScienceKing Saud UniversityRiyadh 11451Saudi Arabia Depa.tment of Mecha.i.a. Engi.eeri.g Sejong UniversitySeoul 05006South Korea

Entropy a.a.ys.s.ca. help to i.enti.y the s.urces.of entropy genera.i.n i. a.hea. tra.s.er proces. more a.cura.ely tha. other methods.s.ch a.0}energy efﬁci.ncy *** i.0}beca.s. entropy a.a.ys.s.ta.es.i.to a.count the qua.i.y of energy a.0}well a.0}i.s.***-noﬂui.s.ha.e a.rea.y been s.own to ha.e s.peri.r hea. tra.s.er cha.a.teri.0}i.s.compa.ed to conventi.na.ﬂ*** blowi.g ca. further enha.ce the hea. tra.s.er ca.a.i.i.i.s.of na.o-ﬂui.s.by i.crea.0}ng the ma.0}ﬂux a.d turbulence a. the *** ca. be beneﬁci.l i. a.wi.e ra.ge of a.pli.a.i.ns.s.ch a.0}hea. excha.gers.electroni. cooli.g,a.d s.la. energy *** convecti.e bounda.y condi.i.n a.counts.for hea. tra.s.er effects.i.ﬂuenci.g tempera.ure di.0}ri.uti.n a.d the therma. bounda.y *** on the di.ecti.n of hea. tra.s.er,the convecti.e bounda.y condi.i.n ca. i.duce cooli.g or hea.i.g effects.on the i.cli.ed *** ha.0}pra.ti.a. i.pli.a.i.ns.for va.i.us.engi.eeri.g a.pli.a.i.ns.s.ch a.0}the cooli.g of electroni. devi.es.or hea.i.g i. i.dus.ri.l *** na.oflui.s.ha.e a.wi.e ra.ge of potenti.l a.pli.a.i.ns.i. hea. tra.s.er,energy s.ora.e,drug deli.ery,a.d food *** res.a.ch i.ves.i.a.es.how the pres.nce of s.efa. blowi.g a.fects.the properti.s.of Ca.rea. na.oflui. flow a.ros. a.convecti.ely hea.ed ti.ted *** a.d ma.0} tra.s.ort phenomena.a.e s.udi.d us.ng qua.ra.i. therma. ra.i.ti.n a.d chemi.a. rea.ti.n *** ma.hema.i.a. model for thi.0}work i.0}ba.0}d on the Buongi.rno *** governi.g equa.i.ns.a.e converted i.to a.s.s.em of ordi.a.y di.ferenti.l equa.i.ns.a.d then s.lved us.ng the bvp4c *** pa.ra.eters.s.ch a.0}the ma.0} tra.s.er ra.e ca. be vi.0}a.i.ed us.ng ba. *** s.udy’s.pri.a.y fi.di.gs.a.e tha. when the Wei.0}enberg number i.crea.0}s.the veloci.y ri.0}s.a.d the concentra.ti.n profi.e decli.es.due to Browni.n *** i.0}di.0}overed tha.,when 0.5≤γ≤3(the i.vers. poros.ty pa.a.eter),the fri.ti.n fa.tor decli.es.by 0.34001(

关键词： Therma. ra.i.ti.n BVP4C s.efa. blowi.g Bi.t number Browni.n moti.n i.revers.bi.i.

Tra.s.ti.n from ocea.i. s.bducti.n to conti.enta. colli.0}on:i.s.ghts.from volca.ogeni.-s.di.enta.y rocks.of the Ta.nuola.terra.e(northern Centra. a.0}a. Orogeni. Belt)

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Geos.i.nce Fronti.rs 2024年第4期15卷 41-60页

作者： E.V.Vetrov N.i.Vetrova.V.s.s.bolev i.s.i.ute of Geology a.d Mi.era.ogy s. Ra. Koptyuga ave.3NovosibirskRussia

Ma.ma.i.0} a.1}oci.ted wi.h ocea.i. s.bducti.n pla.s.a.domi.a.t role i. crus.a. growth duri.g the Ea.th's.*** Ta.nuola.terra.e,s.tua.ed i. the northern Centra. a.1}a. Orogeni. Belt(Ca.B),i.0}a.key a.ea.to unders.a.di.g ocea.i. s.bducti.n a.d i.i.i.l colli.0}on proces.es.i. the northern *** order to i.ves.i.a.e the s.i.ch from s.bducti.n to colli.0}on s.tti.gs.deta.0}ed fi.ld ma.pi.g,zi.con s.Ri.P U-Pb geochronologi.a. a.d whole-rock geochemi.a. s.udi.s.of volca.ogeni.-s.di.enta.y rocks.from the Ta.nuola.terra.e were ca.ri.d *** U-Pb a.es.i.di.a.e multi.s.a.e volca.i.0} la.1}ed a. lea.1} 30 Ma.from~540 to~510 Ma.tha. ca. be di.i.ed i.to three events.the la.e Edi.ca.a.(before~540 Ma.,the ea.ly Ca.bri.n(~520 Ma.a.d the mi.dle Ca.bri.n(~510 Ma..Thes. a.es.a.e i.ter-preted to the i.i.i.l,ma.0} a.d fi.a. s.a.es.of ocea.i. s.bducti.n duri.g the la.e Proterozoi.-ea.ly *** the la.e Edi.ca.a.,tholei.ti. ba.1}lts.wi.h hi.hεNd(t)va.ues.from+7.4 to+8.5)were *** formi.g by the 10%-30%pa.ti.l melti.g of s.i.el-ga.net ma.tle s.urce duri.g s.a. *** the ea.ly Ca.bri.n,tra.s.ti.na. from tholei.ti. to ca.c-a.ka.i.e ba.1}lti. rocks.wi.hεNd(t)va.ue(+5.6)a.d coeva. i.termedi.te-fels.c volca.i. rocks.wi.h s.mi.a.εNd(t)va.ues.+5.9 a.d+6.5)*** ea.ly Ca.bri.n ba.1}lti. rocks.a.e i.terpreted to be deri.ed by 10%-30%pa.ti.l melt-i.g of a.depleted ma.tle s.urce meta.1}ma.i.ed by s.a.-deri.ed flui.s.relea.1}d from the s.bducti.g ocea.ni. *** mi.dle Ca.bri.n ca.ca.ka.i.e ba.1}lti. rocks.wi.hεNd(t)va.ue of+6.2 mi.ht be empla.ed a.1}a.res.lt of low(5%-10%)degree pa.ti.l melti.g of a.meta.1}ma.i.ed ma.tle followed by fra.ti.na. crys.ta.li.a.i.n of cli.opyroxene a.d *** i.termedi.te-fels.c volca.i. rocks.wi.hεNd(t)va.ues.from+6.0 to+6.8 were formed through fra.ti.na.i.n of the juveni.e Neoproterozoi. *** mi.dle Ca.bri.n volca.i.0} i.0}i.terpreted to be tri.gered by the s.a. brea.-off duri.g the tra.s.ti.n to a.colli.0}ona. s.

关键词： i.0}a.d-a.c ma.ma.i.0} Edi.ca.a. Ca.bri.n zi.con U-Pb da.i.g Nd i.0}topes Centra. a.0}a. orogeni. belt

TGa.0}: Geos.a.i.l Da.a.Recovery a.gori.hm Ba.1}d on Ga.0}-Ls.M

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Computers. Ma.eri.ls.a.d Conti.ua 2024年第1期81卷 1471-1489页

作者： Ya.g L. Li.L. Ma.s. s.hool of s.ft Engi.eeri.g Jinling Institute of Technology Nanjing 211169 China s.hool of Computer Jinling Institute of Technology Nanjing 211169 China s.hool of Network s.curi.y Jinling Institute of Technology Nanjing 211169 China

a.cura.e geos.a.i.l da.a.a.e es.enti.l for geogra.hi. i.forma.i.n s.s.ems.(Gi.0}, envi.onmenta. moni.ori.g, a.d urba. pla.ni.g. The deep i.tegra.i.n of the open i.ternet a.d geogra.hi. i.forma.i.n technology ha.0}led to i.crea.0}ng cha.lenges.i. the i.tegri.y a.d s.curi.y of s.a.i.l da.a. i. thi.0}pa.er, we cons.der a.norma. s.a.i.l da.a.a.0}mi.0}i.g da.a.a.d focus.on a.norma. s.a.i.l da.a.recovery. Exi.0}i.g geos.a.i.l da.a.recovery methods.requi.e complete da.a.0}ts.for tra.1}i.g, res.lti.g i. ti.e-cons.mi.g da.a.recovery a.d la.k of genera.i.a.i.n. To a.dres. thes. i.0}ues. we propos. a.Ga.1}-Ls.M-ba.0}d geos.a.i.l da.a.recovery method (TGa.1}), whi.h cons.s.s.of two ma.1} works. (1) i. us.s.a.long-s.ort-term recurrent neura. network (Ls.M) a.0}a.genera.or to a.a.yze geos.a.i.l tempora. da.a.a.d ca.ture i.s.tempora. correla.i.n; (2) i. cons.ructs.a.complete TGa.1} network us.ng a.cue-ma.0}ed fus.on ma.ri. mecha.i.0} to obta.1} da.a.tha. ma.ches.the ori.i.a. di.0}ri.uti.n of the i.put da.a. The experi.enta. res.lts.on two publi.ly a.ces.i.le da.a.0}ts.demons.ra.e tha. our propos.d TGa.1} a.proa.h s.rpa.0}es.four contempora.y a.d tra.i.i.na. models.i. terms.of mea. a.s.lute error (Ma.), root mea. s.ua.e error (RMs.), mea. s.ua.e error (Ms.), mea. a.s.lute percenta.e error (Ma.E), coeffi.i.nt of determi.a.i.n (R2) a.d a.era.e computa.i.na. ti.e a.ros. va.i.us.da.a.mi.0}i.g ra.es. Concurrently, TGa.1} exhi.i.s.s.peri.r a.cura.y a.d robus.nes. i. da.a.recovery compa.ed to exi.0}i.g models. es.eci.lly when dea.i.g wi.h a.hi.h ra.e of mi.0}i.g da.a. Our model i.0}of grea. s.gni.i.a.ce i. i.provi.g the i.tegri.y of geos.a.i.l da.a.a.d provi.es.da.a.s.pport for pra.ti.a. a.pli.a.i.ns.s.ch a.0}urba. tra.fi. opti.i.a.i.n predi.ti.n a.d pers.na. mobi.i.y a.a.ys.s. © 2024 The a.thors. Publi.0}ed by Tech s.i.nce Pres..

关键词： da.a.recovery genera.i.e a.vers.ri.l networks Geos.a.i.l da.a tempora. correla.i.n