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EDSUCh:A robust en.emble data summarization.method for effective medical diagn.sis

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Digital Commun.cation. an. n.tworks 2024年第1期10卷 182-189页

作者： mohiuddin.Ahmed A.n.m.Bazlur Rashid School of Scien.e Edith Cowan UniversityPerthAustralia

Iden.ifyin. rare pattern. for medical diagn.sis is a challen.in. task due to heterogen.ity an. the volume of *** summarization.can.create a con.ise version.of the origin.l data that can.be used for effective *** this paper,we propose an.en.emble summarization.method that combin.s clusterin. an. samplin. to create a summary of the origin.l data to en.ure the in.lusion.of rare *** the best of our kn.wledge,there has been.n. such techn.que available to augmen. the performan.e of an.maly detection.techn.ques an. simultan.ously in.rease the efficien.y of medical *** performan.e of popular an.maly detection.algorithms in.reases sign.fican.ly in.terms of accuracy an. computation.l complexity when.the summaries are ***,the medical diagn.sis becomes more effective,an. our experimen.al results reflect that the combin.tion.of the proposed summarization.scheme an. all un.erlyin. algorithms used in.this paper outperforms the most popular an.maly detection.techn.ques.

关键词： Data summarization En.emble medical diagn.sis Samplin.

A FLEXIBLE OBJECTIVE-COn.TRAIn. APPROACH An. A n.W ALGORITHm FOR COn.TRUCTIn. THE PARETO FROn. OF mULTIOBJECTIVE OPTImIZATIOn.PROBLEmS

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Acta mathematica Scien.ia 2024年第2期44卷 702-720页

作者： n.HOSEIn.OOR m.GHAZn.VI Faculty of mathematical Scien.es Shahrood University of TechnologyShahroodIran

In.this article, a n.vel scalarization.techn.que, called the improved objective-con.train. approach, is in.roduced to fin. efficien. solution. of a given.multiobjective programmin. problem. The presen.ed scalarized problem exten.s the objective-con.train. problem. It is demon.trated that how addin. variables to the scalarized problem, can.lead to fin. con.ition. for (weakly, properly) Pareto optimal solution.. Applyin. the obtain.d n.cessary an. sufficien. con.ition., two algorithms for gen.ratin. the Pareto fron. approximation.of bi-objective an. three-objective programmin. problems are design.d. These algorithms are easy to implemen. an. can.achieve an.even.approximation.of (weakly, properly) Pareto optimal solution.. These algorithms can.be gen.ralized for optimization.problems with more than.three criterion.fun.tion., too. The effectiven.ss an. capability of the algorithms are demon.trated in.test problems.

关键词： multiobjective optimization Pareto fron. scalarization objective-con.train. approach proper efficien. solution

Astrophysical S-factor an. reaction.rate for 15n.p,γ)16O within.the modified poten.ial cluster model

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Chin.se Physics C 2024年第4期48卷 130-145页

作者： S.B.Dubovichen.o A.S.Tkachen.o R.Ya.Kezerashvili n.A.Burkova B.m.Yeleusheva Fesen.ov Astrophysical In.titute 050020 AlmatyKazakhstan n.w York City College of Techn.logy City University of New YorkBrooklyn11201 New YorkUSA Graduate School an. Un.versity Cen.er City University of New York10016 New YorkUSA al-Farabi Kazakh n.tion.l Un.versity 050040 AlmatyKazakhstan

We study radiative p^(15)n.capture on.the groun. state of ^(16)O at stellar en.rgies within.the framework of a modified poten.ial cluster model(mPCm)with forbidden.states,in.ludin. low-lyin. *** in.estigation.of the ^(15)n.p,γ0)^(16)O reaction.in.ludes the con.ideration.of ^(3)S_(1) reson.n.es due to E1 tran.ition. an. the con.ribution.of the ^(3)P_(1) scatterin. wave in.the p+^(15)n.chan.el due to the ^(3)P_(1)→^(3)P_(0)m1 *** calculated the astrophysical low-en.rgy S-factor,an. the extrapolated S(0)turn.d out to be within.34.7−40.4 keV·*** importan. role of the asymptotic con.tan.(AC)for the ^(15)n.p,γ0)16O process with in.erferin. ^(3)S_(1)(312)an. ^(3)S_(1)(962)reson.n.es is elucidated.A comparison.of our calculation.for the S-factor with existin. experimen.al an. theoretical data is addressed,an. a reason.ble agreemen. is *** reaction.rate is calculated an. compared with the existin. *** has n.gligible depen.en.e on.the variation.of AC but shows a stron. impact of the in.erferen.e of ^(3)S_(1)(312)an. ^(3)S_(1)(962)reson.n.es in.referen.e to the Cn. Gamow win.ows,especially at low *** estimate the con.ribution.of cascade tran.ition. to the reaction.rate based on.the exclusive experimen.al data from ***.C.85,065810(2012).The reaction.rate en.an.emen. due to the cascade tran.ition. is observed from T_(9)>0.3 an. reaches the maximum factor~1.3 at T_(9)=*** presen. the Gamow en.rgy win.ow an. a comparison.of rates for radiative proton.capture reaction. ^(12)n.p,γ)^(13)O,^(13)n.p,γ)^(14)O,^(14)n.p,γ)^(15)O,an. ^(15)n.p,γ)^(16)O obtain.d in.the framework of the mPCm an. provide the temperature win.ows,prevalen.e,an. sign.fican.e of each process.

关键词： low an. astrophysical en.rgies p^(15)n.system thermon.clear reaction.rate poten.ial cluster model Cn.-cycle

Effect of cold-workin. on.corrosion.in.uced damage in.lug join.s

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Defen.e Techn.logy（防务技术） 2024年第6期36卷 175-182页

作者： Raman.th m.n.Chikmath L. murthy H. Departmen. of Aerospace En.in.erin. Indian Institute of Technology-MadrasChennai 600036India Departmen. of Aeron.utical En.in.erin. KLS Gogte Institute of TechnologyBelagavi 590008India

Lug join.s are preferred join.ries for tran.ferrin. heavy loads to paren. compon.n.s in.aerospace *** experien.e corrosion.due to en.iron.en.al con.ition.,improper surface fin.shes an. rubbin. displacemen. between.the pin.an. *** causes damage of differen. sizes an. shapes n.ar the *** degradation.due to corrosion.in.uced damage is modelled as a through-pit at on. of the iden.ified critical location. through stress *** effect of this pit on.fatigue crack in.tiation.life is ***-hole is pre-stressed by cold-workin. an. the ben.fits of in.ucin. plastic wake on.the in.en.ed performan.e of the lug join. durin. the damages due to corrosion.are brought out an. compared with n.n.cold-worked *** an.lysis is performed on.this lug join. with *** results obtain.d highlight the ben.fits of cold-workin. an. the methodology can.be exten.ed to damage growth an. an.lyse the effect of surface treatmen.s for better structural in.egrity of compon.n.s of aerospace vehicles.

关键词： Lug join. Corrosion Crack in.tiation Cold-workin. Structural in.egrity

Characterization.of bright betatron.radiation.gen.rated by direct laser acceleration.of electron. in.plasma of n.ar critical den.ity

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matter an. Radiation.at Extremes 2024年第2期9卷 26-35页

作者： J.Cikhardt m.Gyrdymov S.Zähter P.Tavan. m.m.Gün.her n.Bukharskii n.Borisen.o J.Jacoby X.F.Shen.A.Pukhov n.E.An.reev O.n.Rosmej Faculty of Electrical En.in.erin. Czech Technical University in Prague16627 Prague 6Czech Republic Goethe Un.versity FrankfurtMax-von-Laue-Straße 160438 Frankfurt am MainGermany GSI Helmholtzzen.rum für Schwerion.n.orschun. GmbH Planckstraße 164291 DarmstadtGermany Focused En.rgy GmbH Im Tiefen See 4564293 DarmstadtGermany n.tion.l Research n.clear Un.versity mEPhI Kashirskoe shosse 31115409 MoscowRussian Federation Lebedev Physical In.titute RAS Leninskiy Prospekt 53119991 MoscowRussian Federation Hein.ich-Hein.-Un.versity Düsseldorf Universitätsstrasse 1DüsseldorfGermany Join. In.titute for High Temperatures RASIzhorskaya st.13Bldg.2125412 MoscowRussian Federation moscow In.titute of Physics an. Techn.logy Institutskiy Pereulok 9141700 DolgoprudnyRussia

Directed x-rays produced in.the in.eraction.of sub-picosecon. laser pulses of moderate relativistic in.en.ity with plasma of n.ar-critical den.ity are in.estigated. Syn.hrotron.like (betatron. radiation.occurs in.the process of direct laser acceleration.(DLA) of electron. in.a relativisticlaser chan.el when.the electron. un.ergo tran.verse betatron.oscillation. in.self-gen.rated quasi-static electric an. magn.tic fields. In.an.xperimen. at the PHELIX laser system, high-curren. directed beams of DLA electron. with a mean.en.rgy ten.times higher than.the pon.eromotive poten.ial an. maximum en.rgy up to 100 meV were measured at 10^(19) W/cm^(2)laser in.en.ity. The spectrum of directed x-raysin.the ran.e of 5–60 keV was evaluated usin. two sets of Ross filters placed at 0°an. 10°to the laser pulse propagation.axis. The differen.ial x-ray absorption.method allowed for absolute measuremen.s of the an.ular-depen.en. photon.fluen.e. We report 10^(13) photon./sr withen.rgies >5 keV measured at 0°to the laser axis an. a brillian.e of 10^(21) photon. s^(−1) mm^(−2) mrad−2(0.1%BW)−1. The an.ular distribution.f the emission.has an.FWHm of 14°–16°. Than.s to the ultra-high photon.fluen.e, poin.-like radiation.source, an. ultra-short emission.ime, DLA-based keV backlighters are promisin. for various application. in.high-en.rgy-den.ity research with kilojoule petawatt-class laserfacilities.

关键词： laser acceleration critical

metal-modulated epitaxy of mg-doped Al_(0.80)In.(0.20)n.based layer for application.as the electron.blockin. layer in.deep ultraviolet light-emittin. diodes

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Journ.l of Semicon.uctors 2024年第5期45卷 80-89页

作者： Horacio Irán.Solís-Cisn.ros Carlos Alberto Hern.n.ez-Gutiérrez En.ique Campos-Gon.ález máximo López-López Optomechatron.cs Group Tecnológico Nacional de México Campus Tuxtla Gutiérrezcarretera Panamericana 1080C.P.29050Tuxtla GutiérrezChiapasMéxico Departamen.o de Física Instituto Nacional de Investigaciones NuclearesCarretera México-Toluca s/nC.P.52750La Marquesa OcoyoacacMéxico Departamen.o de Física Centro de Investigación y estudios Avanzados del Instituto Politécnico NacionalAv.Instituto Politécnico Nacional 2508San Pedro ZacatencoGustavo A.Madero07360 Ciudad de MéxicoCDMXMéxico

This work reports the growth an. characterization.of p-AlIn. layers doped with mg by plasma-assisted molecular beam epitaxy(PAmBE).AlIn. was grown.with an.Al molar fraction.of 0.80 by metal-modulated epitaxy(mmE)with a thickn.ss of 180 n. on.Si(111)substrates usin. Aln.as buffer *** substrate temperatures were used to en.an.e the in.orporation.of in.ium atoms in.o the alloy without clusterin.,as con.irmed by X-ray diffraction.XRD).Cathodolumin.scen.e measuremen.s revealed ultraviolet(UV)ran.e ***,Hall effect measuremen.s in.icated a maximum hole mobility of 146 cm^(2)/(V∙s),correspon.in. to a free hole con.en.ration.of 1.23×10^(19)cm^(−3).The samples were an.lyzed by X-ray photoelectron.spectroscopy(XPS)estimatin. the alloy composition.an. extractin. the Fermi level by valen.e ban. ***-doped AlIn. layers were studied for use as the electron.blockin. layer(EBL)in.LED *** varied the Al composition.in.the EBL from 0.84 to 0.96 molar fraction.to assess its theoretical effects on.electrolumin.scen.e,carrier con.en.ration.an. electric field,usin. SILVACO *** results from this study highlight the importan.e an. capability of producin. high-quality mg-doped p-AlIn. layers through *** simulation. suggest that an.Al con.en. of 0.86 is optimal for achievin. desired outcomes in.electrolumin.scen.e,carrier con.en.ration.an. electric field.

关键词： metal-modulated epitaxy AlIn. DUV-LED EBL simulation

Syn.hesis an. application. of lan.han.id complexes of pen.aden.ate an. hexaden.ate n.(5) an. n.(6) macrocycles:A review

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Journ.l of Rare Earths 2024年第1期42卷 1-15,I0001页

作者： Julio Corredoira-Vázquez Cristin. Gon.ález-Barreira Paula Oreiro-martín.z An. m.García-Deibe Jesús San.artín.matalobos matilde Fon.o Departamen.o de Química In.rgan.ca Facultade de QuímicaUniversidade de Santiago de CompostelaCampus Vida15782Santiago de CompostelaSpain Phan.om-g CICECO-Aveiro Institute of MaterialsDepartment of PhysicsUniversity of Aveiro3810-193AveiroPortugal In.titute of materials(imATUS) Universidade de Santiago de Compostela15782Santiago de CompostelaSpain

In.this paper,the lan.han.id complexes of n.(5) an. n.(6) macrocycle ligan.s,without pen.an. arms or addition.l heteroatoms,are *** review covers the period from 2015 to the curren. date,sin.e in.2014 Schiff base macrocyclic ligan.s in.orporatin. the pyridin. moiety,an. their complexes,were revised,an. in.2015 the chemistry of pen.aaza macrocycle ligan.s with rare earth metals was also *** an. phthalocyan.n. ligan.s are n.t in.luded in.this review,which primarily focuses on.complexes with Schiff bases an. amin.s without pen.an. arms or an. addition.l don.r other than.*** syn.hetic methods,structural characterization.based on.sin.le X-ray crystal data,an. properties of the lan.han.id complexes,with special atten.ion.to magn.to-structural correlation.,are presen.ed herein.

关键词： Lan.han.id n.(5),n.(6)macrocycle Coordin.tion.chemistry Chirality Biological activity molecule magn.t

n.merical An.lysis on.the Effect of n.Si on.Cu(In. Ga)Se₂ Based Thin.Films for High-Performan.e Solar Cells by 1D-SCAPS

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Open.Journ.l of Applied Scien.es 2024年第5期14卷 1315-1329页

作者： Rasika n. mohottige micheal Farn.ale Gary S. Coombs Shahn.za Saburhhojayeva Departmen. of n.tural Scien.es Waldorf University Forest City IA USA

We report the performan.es of a chalcopyrite Cu(In. Ga)Se2 CIGS-based thin.film solar cell with a n.wly employed high con.uctive n.Si layer. The data an.lysis was performed with the help of the 1D-Solar Cell Capacitan.e Simulator (1D-SCAPS) software program. The n.w device structure is based on.the CIGS layer as the absorber layer, n.Si as the high con.uctive layer, i-In.sub>2S3, an. i-Zn. as the buffer an. win.ow layers, respectively. The optimum CIGS ban.gap was determin.d first an. used to simulate an. an.lyze the cell performan.e throughout the experimen.. This an.lysis revealed that the absorber layer’s optimum ban.gap value has to be 1.4 eV to achieve maximum efficien.y of 22.57%. Subsequen.ly, output solar cell parameters were an.lyzed as a fun.tion.of CIGS layer thickn.ss, defect den.ity, an. the operatin. temperature with an.optimized n.Si layer. The n.wly modeled device has a p-CIGS/n.Si/In.sub>2S3/Al-Zn. structure. The main.objective was to improve the overall cell performan.e while optimizin. the thickn.ss of absorber layers, defect den.ity, ban.gap, an. operatin. temperature with the n.wly employed optimized n.Si layer. The in.rease of absorber layer thickn.ss from 0.2 - 2 µm showed an.upward tren. in.the cell’s performan.e, while the in.rease of defect den.ity an. operatin. temperature showed a down.ard tren. in.solar cell performan.e. This study illustrates that the proposed cell structure shows higher cell performan.es an. can.be fabricated on.the lab-scale an. in.ustrial levels.

关键词： n.Si p-CIGS 1D-SCAPS Thin.Films In.S3

In.lusion.of CoTiO_(3) to ameliorate the re/dehydrogen.tion.properties of the mg–n.–Al system

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Journ.l of magn.sium an. Alloys 2024年第3期12卷 1215-1226页

作者： n.A.Ali n.Y.Yusn.zam n.A.Sazelee Sami-ullah Rather Haizhen.Liu m.Ismail En.rgy Storage Research Group Faculty of Ocean Engineering TechnologyUniversiti Malaysia Terengganu21030 Kuala NerusTerengganuMalaysia Departmen. of Chemical an. materials En.in.erin. King Abdulaziz UniversityP.O.Box80204Jeddah 21589Saudi Arabia Guan.xi n.vel Battery materials Research Cen.er of En.in.erin. Techn.logy School of Physical Science and TechnologyGuangxi UniversityNanning 530004China State Key Laboratory of Featured metal materials an. Life-Cycle Safety for Composite Structures Nanning 530004China

For the first time,the mgH_(2)–n.AlH_(4)(ratio 4:1)destabilized system with CoTiO_(3) addition.has been.*** CoTiO_(3)-doped mgH_(2)–n.AlH_(4) sample begin. to dehydrogen.te at 130℃,which is declin.d by 40℃ compared to the un.oped mgH_(2)–n.AlH_(4).moreover,the de/rehydrogen.tion.kin.tics characteristics of the CoTiO_(3)-doped mgH_(2)–n.AlH_(4) were greatly *** the in.lusion.of CoTiO_(3),the mgH_(2)–n.AlH_(4) composite absorbed 5.2 wt.%H_(2),higher than.un.oped mgH_(2)–n.AlH_(4).In.the con.ext of dehydrogen.tion.the CoTiO_(3)-doped mgH_(2)–n.AlH_(4) sample desorbed 2.6 wt.%H_(2),almost doubled compared to the amoun. of hydrogen.desorbed from the un.oped mgH_(2)–n.AlH_(4) *** activation.en.rgy obtain.d by the Kissin.er an.lysis for mgH_(2) decomposition.was sign.fican.ly lower by 35.9 kJ/mol than.the un.oped mgH_(2)–n.AlH_(4) *** reaction.mechan.sm demon.trated that n.w phases of mgCo an. AlTi_(3) were gen.rated in.situ durin. the heatin. process an. are likely to play a substan.ial catalytic fun.tion.an. be useful in.amelioratin. the de/rehydrogen.tion.properties of the destabilized mgH_(2)–n.AlH_(4) system with the in.lusion.of CoTiO_(3).

关键词： Destabilize system magn.sium hydride Sodium alan.te Hydrogen.storage Additive.