简介:山崩危险性地图是描绘未来斜坡失败危险性的空间分发的学习地之一。这篇论文为生产山崩危险性地图处理过去的方法;把这些方法划分成3种类型。逻辑线性回归途径进一步被详细描述在上由交叉表方法,它被用来分析在范畴或二进制的反应变量之间的关系;至少一个连续或范畴或二进制的解释变量源于样品。它是当专家意见在启发式的途径有大差别时,在考虑下面用作各种各样的因素的重量的系数的一项客观任务。与确定的途径不同,它对地区性的规模很适用。在这研究,两倍逻辑回归在学习区域被使用。全部学习区域首先被分析。逻辑回归方程显示出那举起,最近到道路,河;居住区域是在这个区域触发山崩出现的主要因素。第一张山崩危险性地图的预言精确性被显示是80%。沿着道路;居住区域,几乎所有区域在高山崩危险性地区。一些非山崩区域不正确地被划分成高度;中等山崩危险性地区。以便改进地位,第二逻辑回归用山崩房间在高山崩危险性地区被做;在这个区域的非山崩样品房间。在第二逻辑回归分析,仅仅设计;地质的条件在这些区域是重要的;在显示那的新逻辑回归方程被进入仅仅有不稳定的工程的区域;地质的条件在大规模工程活动期间对山崩敏感。考虑这二逻辑回归结果产出一张新山崩危险性地图。两倍逻辑回归分析改进了非山崩预言精确性。在为逻辑回归的参数的计算期间,山崩密度被用来转变名字的变量到数字变量;这避免哑巴变量的一个过分地高的数字的创造。
简介:ThisworkdemonstratestheNd:YAGwaveguidelaserasanefficientplatformforthebio-sensingofdextrosesolutionsandtumorcells.ThewaveguidewasfabricatedinanNd:YAGcrystalwiththecooperationofultrafastlaserwritingandionirradiation.ThelaseroscillationintheNd:YAGwaveguideisultrasensitivetotheexternalenvironmentofthewaveguide.Evenaweakdisturbanceleadstoalargevariationoftheoutputpowerofthelaser.Accordingtothisfeature,anNd:YAGwaveguidecoatedwithgrapheneandWSe2layersisusedassubstrateforthemicrofluidicchannel.WhenthemicroflowcrossestheNd:YAGwaveguide,thelaseroscillationinthewaveguideisdisturbedandinducesfluctuationoftheoutputlaser.Accordingtothefluctuation,themicroflowisdetectedwithasensitivityof10mW/RIU.
简介:Wall-boundedturbulentflowinvolvesthedevelopmentofmulti-scaleturbulenteddies,aswellasasharplyvaryingboundarylayer.Itstheoreticaldescriptionsareyetphenomenological.Wepresenthereanewframeworkcalledstructuralensembledynamics(SED),whichaimsatusingsystematicallyallrelevantstatisticalpropertiesofturbulentstructuresforaquantitativedescriptionofensemblemeans.AnewsetofclosureequationsbasedontheSEDapproachforaturbulentchannelflowispresented.SEDorderfunctionsaredefined,andnumericallydeterminedfromdataofdirectnumericalsimulations(DNS).ComputationalresultsshowthatthenewclosuremodelreproducesaccuratelythesolutionoftheoriginalNavier-Stokessimulation,includingthemeanvelocityprofile,thekineticenergyofthestream-wisevelocitycomponent,andeverytermintheenergybudgetequation.ItissuggestedthattheSED-basedstudiesofturbulentstructurebuildsabridgebetweenthestudiesofphysicalmechanismsofturbulenceandthedevelopmentofaccuratemodelequationsforengineeringpredictions.
简介:Weexperimentallydemonstratetheopticalpropertiesofgratingsengravedinasingle-modewaveguidefabricatedontopofadielectricmultilayerplatform.ThestructurecanbeapproachedasareflectorforBloch-surface-wavebasedtwo-dimensionalopticalsystems.Thegratingshavebeenfabricatedonathin(~λ∕25)titaniumdioxidelayerwithathicknessofafewtensofnanometersdepositedonthetopofamultilayerplatform.Theopticalpropertiesofthegratingshavebeencharacterizedinthenearfieldwiththeaidofmulti-heterodynescanningnearfieldopticalmicroscopy.Weinvestigatethesurfacewave’sinterferencepattern,producedbyincidentandreflectedlightinfrontofthegratings.ThepresentedgratingsbehaveasanefficientBloch-surface–wave-basedreflectorattelecommunicationwavelength.
简介:Thealternatingdirectionmethodofmultipliers(ADMMforshort)isefficientforlinearlyconstrainedconvexoptimizationproblem.ThepracticalcomputationalcostofADMMdependsonthesub-problemsolvers.Theproximalpointalgorithmisacommonsub-problem-solver.However,theproximalparameterissensitiveintheproximalADMM.Inthispaper,weproposeahomotopy-basedproximallinearizedADMM,inwhichahomotopymethodisusedtosolvethesub-problemsateachiteration.Undersomesuitableconditions,theglobalconvergenceandtheconvergencerateofO(1/k)intheworstcaseoftheproposedmethodareproven.Somepreliminarynumericalresultsindicatethevalidityoftheproposedmethod.
简介:Therelationshipbetweentheadsorptionpropertiesfortheactivecomponentsofginkgoleavesandthestructureoftheadsorbentsbasedonurea-formaldehydecondensedpolymerswasinvestigated.Theresultsrevealedthattheseadsorbentsshowedveryhighadsorptonselectivityforbothflavonolglycosidesandterpenelactonescontainedinginkgoleaves.Thus,anadsorptionseparationprocedureforpurificationofginkgoleavesextractswasdeveloped.
简介:Basedonsineandcosinefunctions,thecompactlysupportedorthogonalwaveletfiltercoefficientswitharbitrarylengthareconstructedforthefirsttime.When/N=2k-1andN=2k,theunifiedanalyticconstructionsoforthogonalwaveletfiltersareputforward,respectively.ThefamousDaubechiesfilterandsomeotherwell-knownwaveletfiltersaretestedbytheproposednovelmethodwhichisveryusefulforwavelettheoryresearchandmanyapplicationareassuchaspatternrecognition.
简介:Inthisletter,apiezoaeroelasticenergyharvesterbasedonanairfoilwithdoubleplungedegreesoffreedomisproposedtoadditionallytakeadvantageofthevibrationalenergyoftheairfoilpitchmotion.Ananalyticalmodeloftheproposedenergyharvestingsystemisbuiltandcomparedwithanequivalentmodelusingthewell-exploredpitch-plungeconfiguration.Thedynamicresponseandaveragepoweroutputoftheharvesterarenumericallystudiedastheflowvelocityexceedsthecut-inspeed(flutterspeed).Itisfoundthattheharvesterwithdouble-plungeconfigurationgenerates4%–10%morepowerwithvaryingflowvelocitieswhilereducing6%ofthecut-inspeedthanitscounterpart.
简介:Itisimportanttounderstandtheimpactofwing-morphingonaerodynamicperformanceinthestudyofflapping-wingflightofbirdsandinsects.Weuseaflappingplatehingedwithatrailing-edgeflapasasimplifiedmodelforflexible/morphingwingsinhovering.Thetrailing-edgeflappingmotionisoptimizedbyanadjoint-basedapproach.Theoptimizedconfigurationsuggeststhatthetrailing-edgeflapcansubstantiallyenhancetheoveralllift.Furtheranalysisindicatesthattheliftenhancementbythetrailingedgeflappingisfromthechangeofcirculationintwoways:thelocalcirculationchangebytherotationalmotionoftheflap,andthemodificationofvortexsheddingprocessbytherelativelocationbetweenthetrailing-edgeflapandleading-edgemainplate.
简介:Stochasticdynamicanalysisofthenonlinearsystemisanopenresearchquestionwhichhasdrawnmanyscholars'attentionforitsimportanceandchallenge.Fokker–Planck–Kolmogorov(FPK)equationisofgreatsignificancebecauseofitstheoreticalstrictnessandcomputationalaccuracy.However,practicaldifficultieswiththeFPKmethodappearwhentheanalysisofmulti-degree-offreedom(MDOF)withmoregeneralnonlinearityisrequired.Inthepresentpaper,byinvokingtheideaofequivalenceofprobabilityflux,thegeneralhigh-dimensionalFPKequationrelatedtoMDOFsystemisreducedtoone-dimensionalFPKequation.Thenacellrenormalizedmethod(CRM)whichisbasedonthenumericalreconstructionofthederivedmomentsofFPKequationisintroducedbycoarseningthecontinuousstatespaceintoadiscretizedregionofcells.ThenthecellrenormalizedFPK(CR-FPK)equationissolvedbydifferencemethod.Threenumericalexamplesareillustratedandtheeffectivenessofproposedmethodisassessedandverified.
简介:Ametallicnanostructuredarraythatscattersradiationtowardathinmetalliclayergeneratessurfaceplasmonresonancesfornormallyincidentlight.Thelocationoftheminimumofthespectralreflectivityservestodetectchangesintheindexofrefractionofthemediumunderanalysis.Thenormalincidenceoperationeasesitsintegrationwithopticalfibers.Thegeometryofthearrangementandthematerialselectionarechangedtooptimizesomeperformanceparametersassensitivity,figureofmerit,fieldenhancement,andspectralwidth.Thisoptimizationtakesintoaccountthefeasibilityofthefabrication.Theevaluatedresultsofsensitivity(1020nm/RIU)andfigureofmerit(614RIU-1)arecompetitivewiththosepreviouslyreported.
简介:Theaimofthepaperistodiscoverthegeneralcreepmechanismsfortheshortfiberreinforcementmatrixcomposites(MMCs)underuniaxialstressstatesandtobuildarelationshipbetweenthemacroscopicsteadycreepbehaviorandthematerialmicrogeometricparameters.Theunitcellmodelswereusedtocalculatethemacroscopiccreepbehaviorwithdifferentmicrogeometricparametersoffibersondifferentloadingdirections.Theinfluenceofthegeometricparametersofthefibersandloadingdirectionsonthemacroscopiccreepbehaviorhadbeenobtained,anddescribedquantitatively.Thematrix/fiberinterfacehadbeenconsideredbyathirdlayer,matrix/fiberinterlayer,intheunitcellswithdifferentcreeppropertiesandthickness.Basedonthenumericalresultsoftheunitcellmodels,astatisticmodelhadbeenpresentedfortheplanerandomly-distributed-fiberMMCs.Thefiberbreakagehadbeentakenintoaccountinthestatisticmodelforitstartsexperimentallyearlyinthecreeplife.Withthedistributionofthegeometricparametersofthefibers,theresultsofthestatisticmodelagreewellwiththeexperiments.Withthestatisticmodel,theinfluenceofthegeometricparametersandthebreakageofthefibersaswellasthepropertiesandthicknessoftheinterlayeronthemacroscopicsteadycreepratehavebeendiscussed.