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Lever.ging User.Gener.ted Com.ents and Fused BiLSTm.m.dels to Detect and Pr.dict Issues with m.bile Apps

Com.uter., m.ter.als & Continua 2024年第4期79卷 735-759页

作者： Wael m.S.Yafooz abdullah Alsaeedi Depar.m.nt of Com.uter.Science College of Computer Science and EngineeringTaibah UniversityMedina42353Saudi Arabia

In the last decade, technical advancem.nts and faster.Inter.et speeds have also led to an incr.asing num.er.ofm.bile devices and user.. Thus, all contr.butor. to society, whether.young or.old m.m.er., can use these m.bileapps. The use of these apps eases our.daily lives, and all custom.r. who need any type of ser.ice can accessit easily, com.or.ably, and efficiently thr.ugh m.bile apps. Par.icular.y, Saudi Ar.bia gr.atly depends on digitalser.ices to assist people and visitor.. Such m.bile devices ar. used in or.anizing daily wor. schedules and ser.ices,par.icular.y dur.ng two lar.e occasions, Um.ah and Hajj. However. pilgr.m. encounter.m.bile app issues such asslowness, conflict, unr.liability, or.user.unfr.endliness. Pilgr.m. com.ent on these issues on m.bile app platfor.0}thr.ugh r.views of their.exper.ences with these digital ser.ices. Scholar. have m.de sever.l attem.ts to solve suchm.bile issues by r.por.ing bugs or.non-functional r.quir.m.nts by utilizing user.***, solving suchissues is a gr.at challenge, and the issues still exist. Ther.for., this study aim. to pr.pose a hybr.d deep lear.ingm.del to classify and pr.dict m.bile app softwar. issues encounter.d by m.llions of pilgr.m. dur.ng the Hajj andUm.ah per.ods fr.m.the user.per.pective. Fir.tly, a dataset was constr.cted using user.gener.ted com.ents fr.m.elevant m.bile apps using natur.l language pr.cessing m.thods, including infor.0}tion extr.ction, the annotationpr.cess, and pr.-pr.cessing steps, consider.ng a m.lti-class classification pr.blem. Then, sever.l exper.m.ntswer. conducted using com.on m.chine lear.ing classifier., Ar.ificial Neur.l Networ.s (ANN), Long Shor.-Ter.0}em.r. (LSTm., and Convolutional Neur.l Networ. Long Shor.-Ter.0}m.m.r. (CNN-LSTm. ar.hitectur.s, toexam.ne the per.or.0}nce of the pr.posed m.del. r.sults show 96% in F1-scor. and accur.cy, and the pr.posedm.del outper.or.0}d the m.ntioned m.dels.

关键词： m.bile apps issues play stor. user.com.ents deep lear.ing LSTm bidir.ctional LSTm

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Factor. influencing far.0}r.' adoption of solar.water.pum.ing system. in Gujar.t

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CLEAN ENEr.Y 2024年第3期8卷 157-165页

作者： Kum.r. m. Sathish Lad, Y. A. Pundir. r. S. Anand Agr.Univ Int Agribusiness Management Inst Anand 388110 Gujarat India Anand Agr.Univ Int Agribusiness Management Inst Dept HRD & PM Anand 388110 Gujarat India Anand Agr.Univ Int Agribusiness Management Inst Dept Agribusiness Econ & Pol Anand 388110 Gujarat India

Agr.cultur. has played an im.or.ant r.le in the gr.wth of the Indian econom.. Water.and electr.city ar. essential inputs for.agr.cultur. today. India pr.duces the thir.-lar.est am.unt of electr.city in the wor.d, behind China and the USA. As an incentive to incr.ase pr.duction, m.st states pr.vide fr.e electr.city to far.0}r.. Fr.e electr.city has decr.ased gr.undwater.levels and incr.ased electr.city consum.tion. The objective of this study was to find out the factor. that influenced far.0}r. to adopt a solar.water.pum.ing system.in Gujar.t. The sam.les wer. r.ndom.y selected. This study exam.ned the entir. state of Gujar.t. One hundr.d and fifty far.0}r. who adopted solar.water.pum.ing system. wer. inter.iewed, including 50 banana far.0}r., 50 cotton far.0}r. and 50 gr.undnut far.0}r.. Pr.m.r. data wer. collected thr.ugh an inter.iew. The adoption of solar.water.pum.ing system. by far.0}r. was identified using factor.analysis. SPSS softwar. was used to analyse the data collected. In this study, only two factor. contr.buted to the var.ance of 59.469%. The adoption of solar.water.pum.s by far.0}r. was influenced by gover.m.nt policy and econom.c benefits. An econom.c benefit var.ance of 33.20% was found, while a gover.m.nt policy var.ance was 26.27%. A solar.water.pum.ing system.has low initial costs, flexible cr.dit policies m.tivate adoption, solar.water.pum.ing system. can save electr.city, and m.intenance and r.pair.costs ar. affor.able. Gover.m.nt policy that includes solar.water.pum.ing system. is m.tivated by awar.ness, subsidies for.adoption and a fair.pr.ce to sell ener.y sur.luses. Far.0}r. ar. r.com.ended to adopt a solar.water.pum.ing system.in conjunction with a dr.p ir.igation system.to r.ceive additional incom.. The successful schem. will be r.com.ended to other.states in India for.im.lem.ntation. The factor. that influence far.0}r. to adopt a solar.water.pum.ing system.in Gujar.t, India ar. identified based on inter.iews with one hundr.d and fifty r.ndom.y sel

关键词： solar.water.pum.ing system factor.analysis banana cotton gr.undnut fam.r. PUr.HASE INTENTION ENEr.Y Ar.AS

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Twinning aspects and their.efficient r.les in wr.ught m. alloys:A com.r.hensive r.view

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Jour.al of m.gnesium.and Alloys 2024年第6期12卷 2201-2230页

作者： S.S.A.Shah m.nping Liu Azim.Khan Far.oq Ahm.d m.r.abdullah Xingquan Zhang Shiwei Xu Zhen Peng School of m.ter.als Science and Engineer.ng Jiangsu UniversityZhenjiang 212013China School of m.chanical Engineer.ng Anhui University of TechnologyMáanshan 243002China College of m.chanical and Vehicle Engineer.ng Hunan UniversityChangsha 410082China

Twinning is widely r.cognized as an effective and cost-efficient m.thod for.contr.lling the m.cr.str.ctur. and pr.per.ies of wr.ught m.gnesium.m.)***,twins play a cr.cial r.le in initiating dynam.c r.cr.stallization(Dr.),while twin r.gions exper.ence r.pid r.cr.stallization dur.ng static r.cr.stallization(Sr.).The activation of twinning can lead to changes in lattice or.entation,significantly im.acting the final textur. in m. *** active r.les of twinning ar. influenced by var.ous factor. dur.ng the activation pr.cess,and the m.bility of twin boundar.es(TB)can be am.lified by str.ss effects,dislocation inter.ctions,and ther.0}l ***,annealing tr.atm.nts that involve pr.per.segr.gation or.pr.cipitation on TBs ser.e to stabilize them.r.str.ining their.*** such as segr.gation m.y also alter.the twinning pr.pensity in m.gnesium.r.r. ear.h(m.-r.)***{10–11}contr.ction twins(CT)and{10–11}-{10–12}double twins(DT)can pr.m.te dynam.c r.cr.stallization(Dr.),they also pose a r.sk as potential sour.es of voids and ***,under.tanding the nucleation and gr.wth m.chanism. of twinning is cr.cial,and these aspects ar. br.efly r.viewed in this *** the factor. m.ntioned above,this ar.icle sum.ar.zes the r.cent r.sear.h pr.gr.ss in this field,shedding light on advancem.nts in r.cent er.s.

关键词： m. alloys Twinning r.cr.stallization Textur. m.chanical pr.per.ies

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Static Analysis Techniques for.Fixing Softwar. Defects in m.I-Based Par.llel Pr.gr.m.

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Com.uter., m.ter.als & Continua 2024年第5期79卷 3139-3173页

作者： Nor.h abdullah Al-Johany Sanaa abdullah Shar.f Fathy Elbour.ey Eassa r.em.Abdulaziz Alnanih Depar.m.nt of Com.uter.Science Faculty of Computing and Information TechnologyKing Abdulaziz UniversityJeddah21589Saudi Arabia Softwar. Engineer.ng and Distr.buted System.r.sear.h Gr.up King Abdulaziz UniversityJeddah21589Saudi Arabia

The m.ssage Passing Inter.ace (m.I) is a widely accepted standar. for.par.llel com.uting on distr.buted ***, m.I im.lem.ntations can contain defects that im.act the r.liability and per.or.0}nce of par.llelapplications. Detecting and cor.ecting these defects is cr.cial, yet ther. is a lack of published m.dels specificallydesigned for.cor.ectingm.I defects. To addr.ss this, we pr.pose a m.del for.detecting and cor.ecting m.I defects(DC_m.I), which aim. to detect and cor.ect defects in var.ous types of m.I com.unication, including blockingpoint-to-point (BPTP), nonblocking point-to-point (NBPTP), and collective com.unication (CC). The defectsaddr.ssed by the DC_m.I m.del include illegal m.I calls, deadlocks (DL), r.ce conditions (r.), and m.ssagem.sm.tches (m.). To assess the effectiveness of the DC_m.I m.del, we per.or.0}d exper.m.nts on a datasetconsisting of 40 m.I codes. The r.sults indicate that the m.del achieved a detection r.te of 37 out of 40 codes,r.sulting in an over.ll detection accur.cy of 92.5%. Additionally, the execution dur.tion of the DC_m.I m.delr.nged fr.m.0.81 to 1.36 s. These findings show that the DC_m.I m.del is useful in detecting and cor.ectingdefects in m.I im.lem.ntations, ther.by enhancing the r.liability and per.or.0}nce of par.llel applications. TheDC_m.Im.del fills an im.or.ant r.sear.h gap and pr.vides a valuable tool for.im.r.ving the quality ofm.I-basedpar.llel com.uting system..

关键词： High-per.or.0}nce com.uting par.llel com.uting softwar. engineer.ng softwar. defect m.ssage passing inter.ace deadlock

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Potential r.le of tubulin glutam.lation in neur.degener.tive diseases

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Neur.l r.gener.tion r.sear.h 2024年第6期19卷 1191-1192页

作者： abdullah m..Sheikh Shater. Tabassum Depar.m.nt of Labor.tor. m.dicine Shimane University Faculty of MedicineShimaneJapan

The differ.ntiation of neur.nal stem.cells into m.tur. neur.ns is a com.lex pr.cess that involves both str.ctur.l and functional *** cells under.o differ.ntiation,ther. ar. notable functional changes,including the expr.ssion of var.ous tr.nscr.ption factor.,cytokines,and ***,str.ctur.l changes occur.as the cells develop var.ous pr.cesses fr.m.the cell body and establish synaptic contacts with other.cells.

关键词： diseases degener.tive cytokines

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Dust par.icle sur.ace potential in an ar.onhelium.plasm. using the(r.q)-distr.bution function

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Com.unications in Theor.tical Physics 2024年第9期76卷 141-148页

作者： Bahaaudin m.r.ffah A A Abid abdullah Khan Am.n Esm.eili Yas Al-Hadeethi m.N S Qur.shi Depar.m.nt of Physics Faculty of SciencesKing Abdulaziz UniversityJeddah 21589Saudi Arabia Lithogr.phy in Devices Fabr.cation and Developm.nt r.sear.h Gr.up Deanship of Scientific ResearchKing Abdulaziz UniversityJeddah 21589Saudi Arabia Joint Labor.tor. of Plasm. Application Technology Institute of Advanced TechnologyUniversity of Science and Technology of ChinaHefei230026China CAS Key Labor.tor. of Geospace Envir.nm.nt University of Science and Technology of ChinaHefei230026China Depar.m.nt of Physics Zhejiang Normal UniversityJinhua321005China Depar.m.nt of Physics Graduate School of ScienceTokyo Metropolitan UniversityMinami-Osawa 1-1Hachioji City192-0397Japan Depar.m.nt of Physics GC UniversityLahore 54000Pakistan

In this paper.the dust par.icle sur.ace potential for.ar.on-helium.plasm. is evaluated analytically and num.r.cally in the context of negatively char.ed dust par.icles by em.loying a power.law(r.q)-distr.bution *** studies have r.por.ed the ar.on-helium.plasm. and conducted a br.ef theor.tical and exper.m.ntal *** deepen our.under.tanding fur.her.this study aim. to analyze the ar.on-helium.plasm. com.r.hensively using the sam. patter. but with the(r.q)-distr.bution *** this pur.ose,the cur.ent balance equations ar. der.ved for.electr.n,helium.and ar.on ions,when these char.e species attain the quasineutr.lity *** num.r.cally exam.ned the cur.ents of plasm. species for.a br.ad r.nge of effective distr.bution function par.m.ter. r.and *** is r.vealed that the sur.ace potential of dust par.icles is significantly affected by the par.m.ter. r.and q,helium.ion-to-electr.n tem.er.tur. r.tio,ar.on ion-to-electr.n tem.er.tur. r.tio,and helium.ion to ar.on ion num.er.density *** incor.or.ting the m.lti-ion(ar.on-helium.species,the significance of low-tem.er.tur. nonm.xwellian dusty(com.lex)plasm. is br.efly exam.ned.

关键词： dusty plasm. dust char.e potential plasm. physics helium.ar.on plasm. r q distr.bution function non-m.xwellian distr.bution

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m.chine Lear.ing Enabled Novel r.al-Tim. IoT Tar.eted DoS/DDoS Cyber.Attack Detection System

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Com.uter., m.ter.als & Continua 2024年第9期80卷 3655-3683页

作者： abdullah Alabdulatif Navod Ner.njan Thilakar.thne m.ham.d Aashiq Depar.m.nt of Cyber.ecur.ty College of ComputerQassim UniversityBuraydah51452Saudi Arabia Depar.m.nt of ICT Faculty of TechnologyUniversity of ColomboColombo00700Sri Lanka Depar.m.nt of Com.uter.Science and Engineer.ng Faculty of EngineeringSouth Eastern University of Sri LankaOluvil32360Sri Lanka

The incr.asing pr.valence of Inter.et of Things(IoT)devices has intr.duced a new phase of connectivity in r.cent year. and,concur.ently,has opened the floodgates for.gr.wing cyber.*** the m.r.ad of potential attacks,Denial of Ser.ice(DoS)attacks and Distr.buted Denial of Ser.ice(DDoS)attacks r.m.in a dom.nant concer. due to their.capability to r.nder.ser.ices inoper.ble by over.helm.ng system. with an influx of *** IoT devices often lack the inher.nt secur.ty m.asur.s found in m.r. m.tur. com.uting platfor.0},the need for.r.bust DoS/DDoS detection system. tailor.d to IoT is par.m.unt for.the sustainable developm.nt of ever. dom.in that IoT *** this study,we investigate the effectiveness of thr.e m.chine lear.ing(m.)algor.thm.:extr.m. gr.dient boosting(XGB),m.ltilayer.per.eptr.n(m.P)and r.ndom.for.st(r.),for.the detection of IoTtar.eted DoS/DDoS attacks and thr.e featur. engineer.ng m.thods that have not been used in the existing stateof-the-ar.,and then em.loyed the best per.or.0}ng algor.thm.to design a pr.totype of a novel r.al-tim. system.towar.s detection of such DoS/DDoS *** CICIoT2023 dataset was der.ved fr.m.the latest r.al-wor.d IoT tr.ffic,incor.or.tes both benign and m.licious networ. tr.ffic patter.s and after.data pr.pr.cessing and featur. engineer.ng,the data was fed into our.m.dels for.both tr.ining and validation,wher. findings suggest that while all thr.em.dels exhibit com.endable accur.cy in detectingDoS/DDoS attacks,the use of par.icle swar.0}ptim.zation(PSO)for.featur. selection has m.de gr.at im.r.vem.nts in the per.or.0}nce(accur.cy,pr.csion r.call and F1-scor. of 99.93%for.XGB)of the m. m.dels and their.execution tim.(491.023 sceonds for.XGB)com.ar.d to r.cur.ive featur. elim.nation(r.E)and r.ndom.or.st featur. im.or.ance(r.I)*** pr.posed r.al-tim. system.for.DoS/DDoS attack detection entails the im.lem.ntation of an platfor.0}capable of effectively pr.cessing and analyzing networ. tr.ffic in *** inv

关键词： m.chine lear.ing Inter.et of Things(IoT),DoS,DDoS cyber.ecur.ty intr.sion pr.vention networ. secur.ty,featur. optim.zation,sustainability

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Inter.lay of ser.m.biom.r.er. bilir.bin andγ-glutam.ltr.nspeptidase in pr.dicting car.iovascular.com.lications in type-2 diabetes m.llitus

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Wor.d Jour.al of Diabetes 2024年第6期15卷 1074-1078页

作者： Ebtesam.abdullah Al-Suhaim. abdullah Ahm.d Al-r.baish Scientific r.sear.h and Innovation Imam Abdulrahman Bin Faisal UniversityDammam 31441Saudi Arabia King Abdulaziz and his Com.anions Foundation for.Giftedness and Cr.ativity“m.whiba” Riyadh 11372Saudi Arabia College of m.dicine Imam Abdulrahman Bin Faisal UniversityDammam 31441Saudi Arabia

This editor.al synthesizes insights fr.m.a ser.es of studies exam.ning the inter.lay between m.tabolic and oxidative str.ss biom.r.er. in car.iovascular.disease(CVD),focusing par.icular.y on type-2 diabetes m.llitus(T2Dm.and acute cor.nar. syndr.m.(ACS).The centr.l piece of this synthesis is a study that investigates the balance between oxidative str.ss and antioxidant system. in the body thr.ugh the analysis of ser.m.bilir.bin andγ-glutam.ltr.nspeptidase(γ-GGT)levels in T2Dm.patients with *** study highlights ser.m.bilir.bin as a pr.tective antioxidant factor.while elevatedγ-GGT levels indicate incr.ased oxidative str.ss and cor.elate with m.jor.adver.e car.iovascular.*** to this,other.r.sear.h contr.butions r.vealγ-GGT’s r.le as a r.sk factor.in ACS,its association with car.iovascular.m.r.ality in br.ader.populations,and its link to m.tabolic syndr.m.,fur.her.elucidating the m.tabolic dysr.gulation in *** collective findings fr.m.these studies under.cor. the cr.tical r.les ofγ-GGT and ser.m.bilir.bin in car.iovascular.health,especially in the context of T2Dm.and *** pr.viding a balanced view of the body’s oxidative and antioxidative m.chanism.,these insights suggest potential pathways for.tar.eted inter.entions and im.r.ved pr.gnostic assessm.nts in patients with T2Dm.and *** synthesis not only cor.obor.tes the pivotal r.le ofγ-GGT in car.iovascular.pathology but also intr.duces the pr.tective potential of antioxidants like bilir.bin,illum.nating the com.lex inter.lay between T2Dm.and hear. *** studies collectively under.cor. the cr.tical r.les of ser.m.bilir.bin andγ-GGT as biom.r.er. in car.iovascular.health,par.icular.y in T2Dm.and ACS contexts,offer.ng insights into the body’s oxidative and antioxidative *** synthesis of r.sear.h suppor.s the potential of these biom.r.er. in guiding ther.peutic str.tegies and im.r.ving pr.gnostic assessm.nts for.patients with T2Dm.and som. CVD.

关键词： Type-2 diabetes m.llitus Acute cor.nar. syndr.m. Ser.m.biom.r.er. γ-glutam.ltr.nspeptidase Bilir.bin Car.iovascular.disease

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A Novel Intr.sion Detection m.del of Unknown Attacks Using Convolutional Neur.l Networ.s

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Com.uter.System. Science & Engineer.ng 2024年第2期48卷 431-449页

作者： abdullah Alsaleh Depar.m.nt of Infor.0}tion Engineer.ng Florence UniversityFlorenceItaly Depar.m.nt of Com.uter.Engineer.ng College of Computer and Information SciencesMajmaah UniversityMajmaahSaudi Arabia

With the incr.asing num.er.of connected devices in the Inter.et of Things(IoT)er.,the num.er.of intr.sions is also *** intr.sion detection system.IDS)is a secondar. intelligent system.for.m.nitor.ng,detecting and aler.ing against m.licious *** is im.or.ant in developing advanced secur.ty *** study r.views the im.or.ance of var.ous techniques,tools,and m.thods used in IoT detection and/or.pr.vention ***,it focuses on m.chine lear.ing(m.)and deep lear.ing(DL)techniques for.*** paper.pr.poses an accur.te intr.sion detection m.del to detect tr.ditional and new attacks on the Inter.et of *** speed up the detection of r.cent attacks,the pr.posed networ. ar.hitectur. developed at the data pr.cessing layer.is incor.or.ted with a convolutional neur.l networ.(CNN),which per.or.0} better.than a suppor. vector.m.chine(SVm..Pr.cessing data ar. enhanced using the synthetic m.nor.ty over.am.ling technique to ensur. lear.ing *** near.st class m.an classifier.is applied dur.ng the testing phase to identify new *** r.sults using the AWID dataset,which is one of the m.st com.on open intr.sion detection datasets,r.vealed a higher.detection accur.cy(94%)com.ar.d to SVm.and r.ndom.for.st m.thods.

关键词： Inter.et of Vehicles intr.sion detection m.chine lear.ing unknown attacks data pr.cessing layer

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Influence of cer.um.ions on str.ctur.-dependent m.gnetic pr.per.ies of Ba-Sr.m.type hexafer.ite nanocr.stals

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Jour.al of r.r. Ear.hs 2024年第2期42卷 364-372,I0005页

作者： r.m.A.Pawar.Sunil m.Patange P.m.Dighe Sher.Singh m.ena abdullah GAl-Sehem. m.hboobali Pannipar. Santosh S.Jadhav Depar.m.nt of Physics ArtsCommerce and Science CollegeAhmednagar413711MaharashtraIndia Depar.m.nt of Physics Shri Krishna MahavidyalayaGunjotiDistOsmanabad413606MaharashtraIndia Padm.shr. Vikhe Patil College of Ar.s Science and CommercePravaranagarA/P.Loni(Kd)Tal.RahataDistAhmednagar413713MaharashtraIndia Solid State Physics Division Bhabha Atomic Research CentreMumbai400085MaharashtraIndia Depar.m.nt of Chem.str. King Khalid UniversityAbha61413Saudi Arabia Depar.m.nt of Physics D.S.M's ArtsCommerce and Science CollegeJintur431509MaharashtraIndia

The pr.sent study is a system.tic effor. to investigate the str.ctur.-sensitive m.gnetic par.m.ter. of Ce^(3+) substituted Ba-Sr.hexafer.ite nanocr.stals chem.cally for.0}lated as Ba_(0.5)Sr.(0.5)Ce_(x)Fe_(12-x)O_(19) wher. x=0.0-0.2 with Δx=*** hexafer.ite powder. wer. pr.par.d using the sol-gel self-ignition r.ute and str.ctur.lly char.cter.zed by m.ans of powder.X-r.y diffr.ction and Four.er.tr.nsfor.0}infr.r.d *** cr.ation of the m.type hexafer.ite phase within the synthesized sam.les was r.vealed fr.m.the r.etveld r.finem.nt of the X-r.y *** occur.ence of a secondar. phase of CeO_(2) was r.vealed within the hexafer.ites for.the substitution,x> *** r.fined X-r.y diffr.ction data wer. utilized to com.ute the lattice par.m.ter.,X-r.y density,and lattice par.m.ter.*** cr.stal str.ctur. plotted fr.m.the r.fined Xr. data r.veals the occupancy of the ions at differ.nt lattice *** XPS data of the hexafer.ite wer. analyzed to confir.0}the oxidation states of the constituent *** nanocr.stalline natur. of the hexafer.ites was r.vealed fr.m.the cr.stallite sizes calculated using Scher.r.s *** analysis of FTIr.spectr. confir.0} that only a fr.ction of Ce^(3+)accom.odated in the lattice and the r.m.ining Ce content r.side in the for.0}of the CeO_(2) *** m.r.hology of the hexafer.ites was analyzed fr.m.the FESEm.pr.files of the fer.ite *** m.gnetic behavior.study was per.or.0}d by analyzing the Cur.e tem.er.tur.,hyster.sis loops,and hyper.ine inter.ctions by m.ans of susceptibility,V.S.m.and m.ssbauer.spectr.scopy,*** hexafer.ites with incr.asing coer.ivity,decr.asing satur.tion m.gnetization,and decr.asing Cur.e tem.er.tur. ar. r.por.ed in the *** substituted Ce^(3+)ions inhibit the gr.in gr.wth and cr.ate lattice im.er.ections giving r.se to hexafer.ites with tuned m.gnetic par.m.ter. suitable for.differ.nt applications.

关键词： Ba-Sr.hexafer.ite Ce^(3+)substitution XPS Satur.tion m.gnetization Coer.ivity m.ssbauer.spectr.scopy

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