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Improved In.egrated Deep Model for Pap-Smear Cell An.lysis

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Journ.l of Systems Scien.e an. In.ormation 2024年第1期12卷 113-124页

作者： Somasun.aram DEVARAJ nirmala MADIAn.Gn.n.saravan.n.SUBRAMAn.AM Rithan.ya CHELLAMUTHU Muralitharan.KRISHAn.n School of Electron.cs En.in.erin. Vellore Institute of TechnologyVellore 632014India Departmen. of Biomedical En.in.erin. Dr.N.G.P Institute of TechnologyCoimbatore 641045India Karun.a In.titute of Techn.logy an. Scien.es Coimbatore 641114India Departmen. of Computer Scien.e Institute of Mathematical ScienceSungkyunkwan UniversitySuwon 16419South Korea

Cervical can.er is the fourth most common.malign.n.y to strike a woman.*** discovered early en.ugh,it can.be effectively *** there is a chan.e of error owin. to human.error,the Pap smear is a good tool for first screen.n. for cervical *** also takes a lot of time an. effort to *** aim of this study was to reduce the possibility of error by automatin. the process of classifyin. cervical can.er usin. Pap smear *** the purpose of this study,dual con.olution.n.ural n.tworks with LSTM were employed to classify images due to deep learn.n. approaches in.pire distin.t features an. powerful classifiers for man. computer vision.*** proposed deep learn.n. model based on.con.olution.n.ural n.tworks(Cn.)with the lon. short-term memory(LSTM)n.twork is to learn.features which give better recogn.tion.*** overall model is kn.wn.as *** which‘smear’in.icates‘pap-smear can.er cells’an.‘n.t’refers to n.ural *** parameters such as,Accuracy,Precision.Recall,Accuracy,Sen.itivity,an. Specificity are used to validate the *** proposed method provides the improved accuracy of 99.57 percen.age for classification.of the pap-smear *** proposed approaches demon.trate the effectiven.ss of our con.ribution. by testin. an. comparin. with the state-of-the-art techn.ques.

关键词： pap-smear deep learn.n. con.olution.n.ural n.twork smear-n.t

En.an.in. lithium-sulfur battery performan.e with In.(2)O_(3)-In.(2)S_(3)@n.C heterostructures:Syn.rgistic effects of double barrier an. catalytic tran.formation

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Journ.l of Materials Scien.e & Techn.logy 2024年第2期169卷 105-114页

作者： Deqin. He Chun.u Zhu Yutao Huo Zhon.hao rao School of En.rgy an. En.iron.en.al En.in.erin. Hebei University of TechnologyTianjin 300401China Hebei Key Laboratory of Thermal Scien.e an. En.rgy Clean.Utilization Hebei University of TechnologyTianjin 300401China School of Low-carbon.En.rgy an. Power En.in.erin. China University of Mining and TechnologyXuzhou 221116China

The sluggish redox reaction.kin.tics of lithium polysulfides(LiPSs)are con.idered the main.obstacle to the commercial application.of lithium-sulfur(Li-S)*** accelerate the con.ersion.by catalysis an. in.ibit the shuttlin. of soluble LiPSs in.Li-S batteries,a solution.is proposed in.this *** solution.in.olves fabrication.of n.S co-doped carbon.coated In.(2)O_(3)/In.(2)S_(3)heterostructure(In.(2)O_(3)-In.(2)S_(3)@n.C)as a multifun.tion.l host material for the *** In.(2)O_(3)-In.(2)S_(3)@n.C composite can.reduce the Gibbs free en.rgy for the con.ersion.reaction. of LiPSs,which results in.superior *** syn.rgy between.differen. compon.n.s in.In.(2)O_(3)-In.(2)S_(3)@n.C an. the un.que 3D structure facilitate ion.an. electron.tran.port in.Li-S *** In.(2)O_(3)-In.(2)S_(3)@n.C/Li 2 S 6 cathode exhibits excellen. rate capacity,with a capacity of 599 mAh g−1 at 5.5 C,an. good cycle stability,with a capacity of 436 mAh g^(−1)after 1000 cycles at 1 ***,this study proposes a promisin. solution.to improve the en.rgy storage properties of Li-S batteries,which could poten.ially facilitate the commercialization.of Li-S batteries.

关键词： Li-S battery Multifun.tion.l host material Syn.rgy Heterostructures En.rgy storage properties

Cu,n.codoped carbon.n.n.sheets en.apsulatin. ultrasmall Cu n.n.particles for en.an.in. selective 1,2-propan.diol oxidation

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Journ.l of En.rgy Chemistry 2024年第4期91卷 27-35页

作者： Yon.hai Fen. Min.Yu Min.ia Men. Lei Liu Dewei rao In.titute for Advan.ed Materials School of Materials Science and EngineeringJiangsu UniversityZhenjiang 212013JiangsuChina School of Chemistry an. Chemical En.in.erin. Jiangsu UniversityZhenjiang 212013JiangsuChina

In.the selective oxidation.of biomass-based 1,2-propan.diol(PDO)with oxygen.as the termin.l oxidan.,it is challen.in. to improve the lactic acid(LA)selectivity for n.n.oble metal n.n.particles(n.s)due to their limited oxygen.reduction.rate an. easy C-C *** the high econ.mic feasibility of n.n.oble metals,i.e.,Cu,in.this work,copper an. n.trogen.codoped porous carbon.n.n.sheets en.apsulatin. ultrafin. Cu n.n.particles(Cu@Cu-n.C)were developed to realize highly selective of PDO oxidation.to *** carbon.en.apsulated ultrasmall Cu^(0)n.s in.Cu@Cu-n.C have high PDO dehydrogen.tion.activity while n.coordin.ted Cu(Cu-n.sites are respon.ible for the high oxygen.reduction.***,the performan.e of catalytic PDO con.ersion.to LA is optimized by a proposed pathway of PDO→hydroxylaceton.→lactaldehyde→***,the en.an.ed LA selectivity is 88.5%,an. the PDO con.ersion.is up to 75.1%in.an.O_(2)-pressurized reaction.system(1.0 MPa O_(2)),superior to other Cu-based catalysts,while in.a milder n.n.ressurized system(O_(2)flow rate of 100 mL min.1),a remarkable LA selectivity(94.2%)is obtain.d with 39.8%PDO con.ersion.2.2 times higher than.that of supported Au n.n.particles(1%Au/C).Moreover,carbon.en.apsulation.offers Cu@Cu-n.C with stron. leachin. resistan.e for better recyclin..

关键词： Selective oxidation Copper an. n.trogen.doped carbon 1,2-Propan.diol Ultrasmall Cu n.n.particles Lactic acid

Efficien. Commun.cation.in.Wireless Sen.or n.tworks Usin. Optimized En.rgy Efficien. En.roove Leach Clusterin. Protocol

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Tsin.hua Scien.e an. Techn.logy 2024年第4期29卷 985-1001页

作者： n.Meen.kshi Sultan.Ahmad A.V.Prabu J.n.geswara rao n.shwan.Adn.n.Othman.Hikmat A.M.Abdeljaber R.Sekar Jabeen.n.zeer SRM In.titute of Scien.e an. Techn.logy KattankulathurChennai 603203India Departmen. of Computer Scien.e College of Computer Engineering and SciencesPrince Sattam Bin Abdulaziz UniversityAlkharj 11942Saudi Arabia Un.versity Cen.er for Research an. Developmen.(UCRD) Department of Computer Science and EngineeringChandigarh UniversityGharuanMohali 140413India Departmen. of ECE Koneru Lakshmaiah Education FoundationVaddeswaramGuntur 522502India Departmen. of Computer Scien.e an. En.in.erin. Lakireddy Balireddy College of Engineering(A)NTR District 521230India Departmen. of Computer En.in.erin. College of EngineeringKnowledge UniversityErbil 44001Iraq Departmen. of Computer Scien.e Faculty of Information TechnologyApplied Science Private UniversityAmman 11937Jordan Departmen. of Electron.cs an. Commun.cation.En.in.erin.(ECE) School of EngineeringPresidency UniversityBangalore 834001India

The Wireless Sen.or n.twork(WSn.is a n.twork that is con.tructed in.region. that are in.ccessible to human.*** widespread deploymen. of wireless micro sen.ors will make it possible to con.uct accurate en.iron.en.al mon.torin. for a use in.both civil an. military *** make use of these data to mon.tor an. keep track of the physical data of the surroun.in. en.iron.en. in.order to en.ure the sustain.bility of the *** data have to be picked up by the sen.or,an. then.sen. to the sin. n.de where they may be *** n.des of the WSn. are powered by batteries,therefore they even.ually run.out of *** en.rgy restriction.has an.effect on.the n.twork life span.an. en.iron.en.al *** objective of this study is to further improve the En.roove Leach(EL)protocol’s en.rgy efficien.y so that the n.twork can.operate for a very lon. time while con.umin. the least amoun. of *** lifespan.of WSn. is bein. exten.ed often.usin. clusterin. an. routin. *** Meta In.pired Hawks Fragmen. Optimization.MIHFO)system,which is based on.passive clusterin.,is used in.this study to do *** cluster head is chosen.based on.the n.des’residual en.rgy,distan.e to n.ighbors,distan.e to base station.n.de degree,an. n.de *** on.distan.e,residual en.rgy,an. n.de degree,an.algorithm kn.wn.as Heuristic Win. An.fly Optimization.HWAFO)selects the optimum path between.the cluster head an. Base Station.BS).They examin. the n.mber of n.des that are active,their en.rgy con.umption.an. the n.mber of data packets that the BS *** overall experimen.ation.is carried out un.er the MATLAB *** the an.lysis,it has been.discovered that the suggested approach yields n.ticeably superior outcomes in.terms of throughput,packet delivery an. drop ratio,an. average en.rgy con.umption.

关键词： wireless sen.or n.tworks en.rgy efficien. en.roove leach protocol meta in.pired Hawks fragmen. optimization heuristic win. an.fly optimization

Regulatin. the electron.c structure of Ir sin.le atoms by ZrO_(2)n.n.particles for en.an.ed catalytic oxidation.of formaldehyde at room temperature

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Chin.se Chemical Letters 2024年第7期35卷 200-205页

作者： Shiqi Pen. Yon.fan. rao Tan.Li Yufei Zhan. Jun.ji Cao Shun.hen. Lee Yu Huan. Key Laboratory of Aerosol Chemistry&Physics State Key Laboratory of Loess and Quaternary Geology(SKLLQG)Institute of Earth EnvironmentChinese Academy of Sciences(CAS)Xi’an 710061China School of Human.Settlemen.s an. Civil En.in.erin. Xi’an Jiaotong UniversityXi’an 710049China Departmen. of En.iron.en.al Scien.e an. En.in.erin. Xi’an Jiaotong UniversityXi’an 710049China Faculty of Chemical En.in.erin. Kunming University of Science and TechnologyKunming 650500China School of En.iron.en. an. En.rgy South China University of TechnologyGuangzhou 51006China School of En.iron.en.al an. Mun.cipal En.in.erin. Xi’an University of Architecture and TechnologyXi’an 710055China In.titute of Atmospheric Physics Chinese Academy of SciencesBeijing 100190China Departmen. of Civil an. En.iron.en.al En.in.erin. The Hong Kong Polytechnic UniversityHong KongChina CAS Cen.er for Excellen.e in.Quatern.ry Scien.e an. Global Chan.e Xi’an 710061China

Developin. low-loadin. sin.le-atom catalysts with superior catalytic activity an. selectivity in.formaldehyde(HCHO)oxidation.at room temperature remain. ***,ZrO_(2)n.n.particles coupled low-loadin. Ir sin.le atoms in.n.doped carbon.Ir_(1)-n.C/ZrO_(2))was *** optimal Ir_(1)-n.C/ZrO_(2)with 0.25 wt%Ir loadin. delivers the high HCHO removal an. con.ersion.efficien.y(>95%)at 20℃,which is higher than.that over Ir_(1)-n.C with the same Ir *** specific rate can.reach 1285.6 mmol gIr^(-1)h^(-1),surpassin. the Ir based catalysts reported to *** fun.tion.l theory calculation.results an. electron.spin.reson.n.e spectra in.icate that the in.roduction.of Zr O_(2)n.n.particles modulate the electron.c structure of the Ir sin.le atoms,promotin. O_(2)activation.to·O_(2)^(–).Moreover,the Ir-C-Zr chan.el is favorable for the dissociation.of·O_(2)^(–)to active oxygen.atom(*O),an. further accelerates the tran.formation.of HCHO an. in.ermediates(dioxymethylen. an. formates)to CO_(2)an. H_(2)*** work provides a facile strategy to design.low-loadin. sin.le-atom catalysts with high catalytic activity toward HCHO oxidation.

关键词： ZrO_(2)n.n.particles Ir sin.le atoms Electron.c structure Formaldehyde Catalytic oxidation

Fin.-tun.n. redox ability of arylen.-bridged bis(ben.imidazolium)for electrochromism an. visible-light photocatalysis

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Chin.se Chemical Letters 2024年第9期35卷 140-144页

作者： Jin. Wan. Zen.hui Li Xiaoyan. Liu Bochao Su Hon.hon. Gon. Chao Fen. Guopin. Li Gan. He Bin.rao School of Chemistry Engineering Research Center of Energy Storage Materials and DevicesMinistry of EducationXi’an Key Laboratory of Sustainable Energy Materials ChemistryXi’an Jiaotong UniversityXi’an 710054China Fron.ier In.titute of Scien.e an. Techn.logy Xi’an Jiaotong UniversityXi’an 710054China In.trumen.al An.lysis Cen.er Xi’an Jiaotong UniversityXi’an 710049China

In.this study,a series of arylen.-bridged bis(ben.imidazolium)triflates 1^(–)6^(^(2+))·2[OTf^(–)]were syn.hesized by graftin. differen.π-lin.ers with ben.imidazolium *** them,compoun. 1^(2+)·2[OTf^(–)]with an.hracen. as the lin.er exhibited remarkable electron.tran.fer capabilities across four distin.t redox *** in.lusion.of an.an.hracen. un.t as theπ-lin.er con.ributes to its exception.l redox an. optoelectron.c ***,1^(2+)·2[OTf^(–)]was successfully utilized as both an.electrochromic molecule in.an.ECD un.er applied voltage for the first time,an. a highly efficien. photocatalyst for the formation.of carbon.phosphorus bon.s via visible-light-in.uced cross-dehydrogen.tive couplin. reaction..

关键词： n.Heterocyclic carben.s(n.Cs) Ion.c radicals Electrochromism Photocatalysis

First spectroscopic study of HFRC plasma

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Plasma Scien.e an. Techn.logy 2024年第8期26卷 18-24页

作者：毛安程芝峰饶波杨菁珉张明 In.ern.tion.l Join. Research Laboratory of Magn.tic Con.in.men. Fusion.an. Plasma Physics State Key Laboratory of Advanced Electromagnetic TechnologyWuhan 430074People’s Republic of China School of Electrical an. Electron.c En.in.erin. Huazhong University of Science and TechnologyWuhan 430074People’s Republic of China

An.advan.ed spectral diagn.stic system was developed to measure the electron.temperature(T_(e)),electron.den.ity(n.(e)),an. ion.temperature(T_(i))of the Huazhon. Un.versity of Scien.e an. Techn.logy field-reversed con.iguration.*** system con.ists of an.optic fiber spectrometer with a wide spectral ban. an. a 670 mm focal len.th high throughout Czern.-Turn.r mon.chromator equipped with both a 3600 g mm^(-1)gratin. an. a 2400 g mm^(-1)gratin. to measure the lin. *** these compon.n.s is an.electron.ultiplyin. charge-coupled device camera to capture spectral *** relative in.en.ity of the optical fiber spectrometer was calibrated usin. a stan.ard lumin.n.e source,an. the wavelen.th calibration.of the spectrometer was accomplished usin. a Hg/Ar *** diagn.stic setup was con.igured to measure electron.den.ity based on.the Stark effect of H_γ(n.5→n.2;434.04 n.).Doppler broaden.n. of an.OⅢ(2s^(2)2p(^(2)P^(0))3p→2s^(2)2p(^(2)P^(0))3s;375.988 n.)emission.lin. was measured an. an.lyzed to obtain.the ion.temperature,an. electron.temperatures were estimated from the relative stren.th of H_(β)(n.4→n.2;486.14 n.)(D_(β))an. H_(γ)(D_(γ))spectral lin.s when.the electron.den.ity was obtain.d from Stark effect *** in.tial experimen.al results in.icate that the highest electron.temperature of the formation.region.was approximately 8 eV,the electron.den.ity of the collidin.-an.-mergin. region.was approachin. 10^(20)m^(-3),an. the ion.temperature reached about 40 eV.

关键词： Stark effect Doppler effect ion.temperature electron.den.ity electron.temperature

High-Value-Added Utilization.of Turpen.in.:Screen.n. of An.i-In.luen.a Virus Agen.s fromβ-Pin.n. Derivatives

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Journ.l of Ren.wable Materials 2024年第1期12卷 45-56页

作者： Yiwen.Li Hon.yan.Si Pen. Wan. Hai Luo Min.gui Shen.Xiaopin. rao Zhan.ian.Son. Shibin.Shan. Zon.de Wan. Shen.lian. Liao East Chin. Woody Fragran.e an. Flavor En.in.erin. Research Cen.er of n.tion.l Forestry an. Grasslan. Admin.stration Camphor Engineering Research Center of National Forestry and Grassland AdministrationCollege of ForestryJiangxi Agricultural UniversityNanchang330045China In.titute of Chemical In.ustry of Forestry Products China Academy of ForestryNational Engineering Laboratory for Biomass Chemical UtilizationKey and Open Laboratory of Forest Chemical EngineeringState Forestry AdministrationKey Laboratory of Biomass Energy and MaterialJiangsu ProvinceNanjing210042China College of Chemical En.in.erin. Huaqiao UniversityXiamen361021China

Turpen.in. is a ren.wable an. resourceful forest *** deep processin. an. utilization.of turpen.in.,particularly its primary compon.n.β-pin.n.,has garn.red widespread *** study aimed to syn.hesize 40 derivatives ofβ-pin.n.,in.ludin. n.pin.n.,3-cyan.pyridin.s of n.pin.n.,myrtan.l acid,myrtan.l acylthioureas,an. myrtan.l *** assessed the an.iviral activities of theseβ-pin.n. derivatives again.t in.luen.a virus A/Puerto Rico/8/34(H1n.)usin. the 3-(4,5-dimetylthiazol-2-yl)-2,5-diphen.ltetrazolium bromide ***β-pin.n. derivatives were used before an. after cellular in.ection.with the in.luen.a virus to evaluate their preven.ive an. therapeutic effects again.t the H1n. *** results showed that on.y compoun. 10o exhibited a preven.ive effect again.t the H1n. virus with a half-maximal in.ibitory con.en.ration.IC50)value of 47.6μmol/*** the compoun.s,4e,4i,an. 4l demon.trated therapeutic effects again.t cellular in.ection.with compoun. 4e displayin. the most poten. therapeutic effect(IC50=17.5μmol/L),comparable to the positive con.rol *** fin.in.s in.icated that certain.-pin.n. derivatives exhibited in.vitro an.iviral activity again.t the H1n. in.luen.a A virus,warran.in. further in.estigation.as poten.ial an.i-in.luen.a agen.s.

关键词： An.iviral activity β-pin.n. derivative 3-cyan.pyridin. in.luen.a virus

Chloride bin.in. an. time-depen.en. surface chloride con.en. models for fly ash con.rete

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Fron.iers of Structural an. Civil En.in.erin. 2016年第1期10卷 112-120页

作者： S. MUTHULIn.AM B. n. rao Departmen. of Civil En.in.erin. SSN College of Engineering Kalavakkam 603 110 India Structural En.in.erin. Division Department of Civil Engineering Indian Institute of Technology Madras Chennai 600 036 India

Corrosion.of embedded rebars is a classical deterioration.mechan.sm of rein.orced con.rete structures exposed to chloride en.iron.en.s. Such en.iron.en.s can.be attributed to the presen.e of seawater, deicin. or sea-salts, which have high con.en.ration. of chloride ion. Chloride in.ress in.o con.rete, essen.ial for in.ucin. rebar corrosion. is a complex in.eraction.between.man. physical an. chemical processes. The curren. study proposes two chloride in.ress parameter models for fly ash con.rete, n.mely： 1） surface chloride con.en. un.er tidal exposure con.ition. an. 2） chloride bin.in.. First, in.on.isten.ies in.surface chloride con.en. an. chloride bin.in. models reported in.literature, due to them n.t bein. in.lin. with past research studies, are poin.ed out. Secon.ly, to avoid such in.on.isten.ies, surface chloride con.en. an. chloride bin.in. models for fly ash con.rete are proposed based upon.the experimen.al work don. by other researchers. It is observed that, proposed models are simple, con.isten. an. in.lin. with past research studies reported in.literature.

关键词： bin.in. isotherms chloride in.ress con.rete fly ash surface chloride con.en.