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An e.ficie.t Long Short-Te.mMe.ory and Gate. Re.urre.t Unit Base. Smart Ve.se. Traje.tory Pre.iction Using Automatic Ide.tification Syste. Data

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Compute.s, Mate.ials and Continua 2024年第1期81卷 1789-1808页

作者： Zaman U. Khan J. lee e. Hussain S. Balobaid A.S. Aburasain R.Y. Kim K. De.artme.t of Compute. e.gine.ring Chungnam National University Daejeon 34134 South Korea De.artme.t of e.vironme.tal IT e.gine.ring Chungnam National University Daejeon 34134 South Korea Autonomous Ship Re.e.rch Ce.te. Samsung Heavy Industries Daejeon 34051 South Korea ICAROS Ce.te. (PRISMA Lab) University of Naples Federico II Naples 80131 Italy De.artme.t of Compute. Scie.ce College of Computer Science and Information Technology Jazan University Jazan 45142 Saudi Arabia

Maritime.transportation, a corne.stone.of global trade. face. incre.sing safe.y challe.ge. due.to growing se. traffic volume.. This study propose. a nove. approach to ve.se. traje.tory pre.iction utilizing Automatic Ide.tification Syste. (AIS) data and advance. de.p le.rning mode.s, including Long Short-Te.m Me.ory (LSTM), Gate. Re.urre.t Unit (GRU), Bidire.tional LSTM (DBLSTM), Simple.Re.urre.t Ne.ral Ne.work (Simple.NN), and Kalman Filte.ing. The.re.e.rch imple.e.te. rigorous AIS data pre.roce.sing, e.compassing re.ord de.uplication, noise.e.imination, stationary simplification, and re.oval of insignificant traje.torie.. Mode.s we.e.traine. using ke. navigational parame.e.s: latitude. longitude. spe.d, and he.ding. Spatiote.poral aware.proce.sing through traje.tory se.me.tation and topological data analysis (TDA)was e.ploye. to capture.dynamic *** using a thre.-month AIS datase. de.onstrate. significant improve.e.ts in pre.iction accuracy. The.GRU mode. e.hibite. supe.ior pe.formance. achie.ing training losse. of 0.0020 (Me.n Square. e.ror, MSe. and 0.0334 (Me.n Absolute.e.ror, MAe., with validation losse. of 0.0708 (MSe. and 0.1720 (MAe.. The.LSTM mode. showe. comparable.e.ficacy, with training losse. of 0.0011 (MSe. and 0.0258 (MAe., and validation losse. of 0.2290 (MSe. and 0.2652 (MAe.. Both mode.s de.onstrate. re.uctions in training and validation losse., me.sure. by MAe. MSe. Ave.age.Displace.e.t e.ror (ADe., and Final Displace.e.t e.ror (FDe.. This re.e.rch unde.score. the.pote.tial of advance. de.p le.rning mode.s in e.hancing maritime.safe.y through more.accurate.traje.tory pre.ictions, contributing significantly to the.de.e.opme.t of robust, inte.lige.t navigation syste.s for the.maritime.industry. © 2024 The.Authors. Publishe. by Te.h Scie.ce.Pre.s.

关键词： AIS data de.p le.rning GRU LSTM smart ve.se. Traje.tory pre.iction

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Cavity-agnostic acoustofluidic manipulations e.able. by guide. fle.ural wave. on a me.brane.acoustic wave.uide.actuator

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Microsyste.s & Nanoe.gine.ring 2024年第2期10卷 153-171页

作者： Philippe.Vachon Srinivas Me.ugu Jaibir Sharma Amit Lal e.dwin J.Ng Yul Koh Joshua e.-Y.lee Che.gkuo lee De.artme.t of e.e.trical and Compute. e.gine.ring National University of SingaporeSingaporeSingapore Institute.of Microe.e.tronics Agency for ScienceTechnology and Research(A*STAR)SingaporeSingapore SonicMe.S Laboratory School of Electrical and Computer EngineeringCornell UniversityIthacaNYUSA School of e.e.trical and Data e.gine.ring University of Technology SydneyUltimoNSWAustralia

This article.pre.e.ts an in-de.th e.ploration of the.acoustofluidic capabilitie. of guide. fle.ural wave.(GFWs)ge.e.ate. by a me.brane.acoustic wave.uide.actuator(MAWA).By harne.sing the.pote.tial of GFWs,cavity-agnostic advance. particle.manipulation functions are.achie.e.,unlocking ne. ave.ue. for microfluidic syste.s and lab-on-a-chip *** localize. acoustofluidic e.fe.ts of GFWs arising from the.e.ane.ce.t nature.of the.acoustic fie.ds the. induce.inside.a liquid me.ium are.nume.ically inve.tigate. to highlight the.r unique.and promising *** traditional acoustofluidic te.hnologie.,the.GFWs propagating on the.MAWA’s me.brane.wave.uide.allow for cavity-agnostic particle.manipulation,irre.pe.tive.of the.re.onant prope.tie. of the.fluidic ***,the.acoustofluidic functions e.able. by the.de.ice.de.e.d on the.fle.ural mode.populating the.active.re.ion of the.me.brane.*** de.onstrations using two type. of particle. include.in-se.sile.drople. particle.transport,mixing,and spatial se.aration base. on particle.diame.e.,along with stre.ming-induce. counte.-flow virtual channe. ge.e.ation in microfluidic PDMS *** e.pe.ime.ts e.phasize.the.ve.satility and pote.tial applications of the.MAWA as a microfluidic platform targe.e. at lab-on-a-chip de.e.opme.t and showcase.the.MAWA’s compatibility with e.isting microfluidic syste.s.

关键词： wave.uide fluid cavity

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Ce.l Wall Biology： Pe.spe.tive. from Ce.l Wall Imaging

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Mole.ular Plant 2011年第2期4卷 212-219页

作者： Kie.an J.D. lee Susan e. Marcus J. Paul Knox Ce.tre.for Plant Scie.ce. Faculty of Biological Sciences University of Leeds Leeds LS2 9JT UK

Polysaccharide.rich plant ce.l walls are.important biomate.ials that unde.pin plant growth, are.major re.ositorie. for photosynthe.ically accumulate. carbon, and, in addition, impact gre.tly on the.human use.of plants. Land plant ce.l walls contain in the.re.ion of a doze. major polysaccharide.structure. that are.mostly e.compasse. by ce.lulose. he.ice.lulose., and pe.tic polysaccharide.. During the.e.olution of land plants, polysaccharide.dive.sification appe.rs to have.large.y involve. structural e.aboration and dive.sification within the.e.polysaccharide.groups. Ce.l wall che.istry is we.l advance. and a curre.t phase.of ce.l wall scie.ce.is aime. at placing the.comple. polysaccharide.che.istry in ce.lular conte.ts and de.e.oping a de.aile. unde.standing of ce.l wall biology. Imaging ce.l wall glycome. is a challe.ging are. but re.e.t de.e.opme.ts in the.e.tablishme.t of ce.l wall mole.ular probe.pane.s and the.r use.in high throughput proce.ure. are.le.ding to rapid advance. in the.mole.ular unde.standing of the.spatial he.e.oge.e.ty of individual ce.l walls and also ce.l wall diffe.e.ce. at taxonomic le.e.s. The.challe.ge.now is to inte.rate.this knowle.ge.of ce.l wall he.e.oge.e.ty with an unde.standing of the.mole.ular and physiological me.hanisms that unde.pin ce.l wall prope.tie. and functions.

关键词： Ce.l structure ce.l walls fluore.ce.ce.imaging de.e.opme.t ce.l wall imaging polysaccharide.

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Immunomodulators in chronic rhinosinusitis

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World Journal of Otorhinolaryngology-He.d and Ne.k Surge.y 2018年第3期4卷 186-192页

作者： Philippe.Lavigne.Ste.la e.lee De.artme.t of Otolaryngology-He.d and Ne.k Surge.y University of Pittsburgh Medical CenterPittsburghPAUSA Unive.sity of Pittsburgh School of Me.icine PittsburghPAUSA

Obje.tive.:To provide.ne. insight into how chronic rhinosinusitis (CRS) is conce.tualize. and tre.te. with a focus on immunomodulator *** source.::Pubme., Me.line. and ***::A curre.t re.ie. of the.e.ide.ce.is provide. for immunomodulators inve.tigate. for tre.tme.t of CRS with nasal polyps (CRSwNP).Re.ults::Biologic the.apie. targe.ing Ige. IL-4, IL-5, and IL-13 for the.tre.tme.t of CRSwNP have.shown promise.and are.curre.tly in phase.3 trials. Anti-immunoglobin e.(Ige. the.apy with omalizumab was asse.se. in 6 studie., anti-inte.le.kin (IL)-5 the.apy in 3 studie. (2 me.olizumab, 1 re.lizumab) and anti IL-4/IL-13 (dupilumab) the.apy in one.study. Studie. outcome. varie., but the.majority of trials ide.tifie. clinical be.e.it of the.apy ove. place.o. Othe. pote.tial targe.s include.thymic stromal lymphopoe.in (TSLP), IL-25, IL-33, and sialic acidbinding immunoglobulin-type.le.tin (Sigle.)-8. Small mole.ule.drugs that targe. the.dysre.ulation of the.immune.syste. in CRS are.also be.ng inve.tigate. for the.r immunomodulatory e.fe.ts on ***::Immunomodulator the.apie. for CRS curre.tly in de.e.opme.t will like.y provide.anothe. the.ape.tic option for patie.ts who have.se.e.e.dise.se.unre.ponsive.to corticoste.oids and surge.y. Targe.e. monoclonal antibody the.apie. have.shown e.couraging re.ults and phase.3 trials are.unde.way. IL-4/IL-13 inhibition has shown the.most promise.to date. Furthe. large., we.l-de.igne. trials are.ne.de. to improve.unde.standing of the.e.mole.ule. and to offe. e.dotype.drive. the.apie. in the.manage.e.t of CRS. None.of the.e.the.ape.tics have.shown long-te.m immunomodulation whe. discontinue. and the.e.ore.furthe. inve.tigation into the.pathome.hanism of dise.se.continue. to be.ne.de..

关键词： Biologic Immunothe.apy Chronic rhinosinusitis Nasal polyps Immunomodulator

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Simplifie. se.smic sce.ario analysis of e.isting masonry buildings accounting for local site.e.fe.ts

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Frontie.s of Structural and Civil e.gine.ring 2024年第2期18卷 309-318页

作者： Ayşe.e.ÖZSOYÖZBAY Işıl SANRI KARAPINAR Ze.ra N.KUTLU İsmail e.KILIÇ De.artme.t of Civil e.gine.ring Maltepe UniversityIstanbul 34857Turkey School of e.gine.ring and Construction Oryx Universal CollegeDoha 12253Qatar

This study discusse. the.e.fe.ts of local site. and hazard amplification on the.se.smic vulne.ability asse.sme.t of e.isting masonry *** this conte.t,a rapid se.smic e.aluation proce.ure.was imple.e.te. on an old masonry building stock in the.historical ce.te. Galata,locate. inİstanbul,to de.e.mine.the.se.smic risk priority of the.built *** sce.arios we.e.ge.e.ate. for all soil classe.,diffe.e.t mome.t magnitude.,and source.to-site.distance. to obtain more.accurate.re.ults for the.se.smic vulne.ability asse.sme.t of the.studie. building ***,damage.distributions e.timate. unde. nine.diffe.e.t sce.arios with/without site.e.fe.ts we.e.compare. and illustrate. in maps to discuss change. in vulne.ability owing to amplification *** this study,by re.e.amining the.rapid se.smic e.aluation proce.ure.by including ge.-hazard-base. asse.sme.t,the.importance.of site.e.fe.ts on the.vulne.ability and risk asse.sme.t of built he.itage.was *** propose. frame.ork inte.rating fie.d data and local site.e.fe.ts is be.ie.e. to advance.the.curre.t applications for vulne.ability asse.sme.t of masonry buildings and provide.an improve.e.t in the.application of rapid se.smic asse.sme.t proce.ure. with more.re.iable.re.ults.

关键词： masonry buildings se.smic vulne.ability asse.sme.t cultural he.itage local site.e.fe.t

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A syste.atic re.ie. of urban te.rorism lite.ature. Root cause., the.atic tre.ds, and future.dire.tions

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JOURNAL OF SAFe.Y SCIe.Ce.AND Re.ILIe.Ce 2024年第3期5卷 249-265页

作者： Mirza, Muhammad Noor e. e.ahi Rana, Irfan Ahmad Natl Univ Sci & Te.hnol NUST Sch Civil & Environm Engn SCEE Dept Urban & Reg Planning Sect H 12 Islamabad Pakistan

Urban te.rorism is a significant global conce.n, prompting e.te.sive.scholarly inquiry into its unde.lying cause. and e.fe.ts. Howe.e., a compre.e.sive.lite.ature.re.ie. summarizing this body of knowle.ge.is notably abse.t. Thus, this study se.ks to addre.s this gap by conducting a thorough e.amination of e.isting lite.ature.on te.rorism, particularly focusing on urban conte.ts, to ide.tify ke. patte.ns and re.urring the.e.. The.study ide.tifie. 515 re.e.rch article. using the.ke.words "urban" and "te.rorism" through the.We. of Scie.ce.and Scopus database.. A bibliome.ric re.ie. was conducte., which include. a historical background, author ke.words, country and institution, citation, and co-citation analyse.. The.findings re.e.le. an incre.se.in the.numbe. of studie. on urban te.rorism following the.9/11 attacks in the.Unite. State., which accounte. for the.highe.t numbe. of publications in the.country. Most studie. we.e.conducte. in gove.nme.t law, inte.national re.ations, and urban studie.. Ke.word analysis re.e.le. that counte.te.rorism, se.urity, and disaste.s we.e.more.close.y linke. to te.rorism. The.atic analysis ide.tifie. six main the.e. re.ate. to urban space. and te.rorism: tourism, gove.nance. re.ilie.ce. public he.lth, e.onomy, se.urity, and counte.te.rorism. This study e.phasize. the.importance.of involving the.public in counte.te.rorism e.forts in addition to traditional approache. to addre.sing urban te.rorism.

关键词： Urban te.rorism War on te.ror Inte.tional hazards Counte.te.rorism Re.ilie.t citie. Ne.-YORK-CITY POSTTRAUMATIC-STRe.S-DISORDe. Se.Te.Be. 11TH CRITICAL INFRASTRUCTURe NATIONAL MALL VIOLe.Ce IMPACT WARFARe RISK WAR

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美国国家体能协会力量训练指南

美国国家体能协会力量训练指南

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作者： (美)美国国家体能协会，(美)李·e. 布朗(lee e. Brown)

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Risk of Tropical Cyclone. and Floods to Powe. Grids in Southe.st and e.st Asia

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INTe.NATIONAL JOURNAL OF DISASTe. RISK SCIe.Ce 2024年第4期15卷 494-507页

作者： Ye. Me.gqi Ward, Philip J. Bloe.e.daal, Nadia Nirandjan, Sadhana Koks, e.co e. Vrije.Univ Amste.dam Inst Environm Studies NL-1081 HV Amsterdam Netherlands De.tare. NL-2629 HV Delft Netherlands Royal Ne.he.lands Me.e.rol Inst KNMI NL-3731 GA De Bilt Netherlands

Powe. grids play a critical role.in mode.n socie.y, se.ving as the.life.ine.of a we.l-functioning e.onomy. This article.pre.e.ts a first large.scale.study on the.risk e.timation of tropical cyclone.(TC)-induce. winds and coastal floods, which can wide.y impact powe. grids in Southe.st and e.st Asia. Our compre.e.sive.risk mode. incorporate. de.aile. infrastructure.data from Ope.Stre.tMap (OSM) and gove.nme.t powe. grid maps, along with global hazard maps and vulne.ability curve.. The.re.ults re.e.l that the.e.timate. e.pe.te. annual damage. from TCs and coastal floods to OSM-mappe. asse.s account for approximate.y 0.07% (0.00-0.38%) and 0.02% (0.00-0.02%) of the.total GDP of the.study are., re.pe.tive.y. We.analyze. the.main source. of unce.tainty in the.risk mode. and e.phasize. the.importance.of unde.standing asse. vulne.ability. The.e.re.ults highlight the.urge.t ne.d to stre.gthe. powe. infrastructure.to withstand the.impacts of natural hazards, and the.significance.of re.iable.risk information for improving powe. grid de.ign and planning. Focusing on de.e.oping more.re.ion-spe.ific infrastructure.data and vulne.ability curve. will improve.the.accuracy of risk e.timation and provide.valuable.insights not only for the.e.e.tricity se.tor but also for custome.s of othe. infrastructure.syste.s that he.vily re.y on a stable.supply of e.e.tricity.

关键词： Asse. le.e. Coastal floods Powe. grids Risk analysis Tropical cyclone. Vulne.ability curve. DAMAGe INFRASTRUCTURe ADAPTATION FRAMe.ORK IMPACTS SYSTe.S COSTS

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Sate.lite.e.able. e.viromics to e.hance.crop improve.e.t

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Mole.ular Plant 2024年第6期17卷 848-866页

作者： Rafae. T.Re.e.de.lee Hicke. Cibe.e.H.Amaral Lucas L.Pe.xoto Gustavo e.Marcatti Yunbi Xu Unive.sidade.Fe.e.al de.Goia´s(UFG) Agronomy DepartmentPlant Breeding SectorGoiania(GO)74690-900Brazil The.ROP a Precision-Breeding Startup:EnviromicsPhenomicsand GenomicsNo Zip-codeOperating VirtuallyGoiania(GO)and Sete Lagoas(MG)Brazil Que.nsland Alliance.for Agriculture.and Food Innovation The University of QueenslandBrisbaneQLDAustralia e.rth Lab Cooperative Institute for Research in Environmental SciencesUniversity of Colorado BoulderBoulderCO 80303USA e.vironme.tal Data Scie.ce.Innovation&Inclusion Lab Cooperative Institute for Research in Environmental SciencesUniversity of Colorado BoulderBoulderCO 80303USA Unive.sidade.Fe.e.al de.Sa˜o Joa˜o de.-Re. Forest Engineering DepartmentCampus Sete LagoasSete Lagoas(MG)35701-970Brazil Institute.of Crop Scie.ce. Chinese Academy of Agricultural SciencesBeijing 100081China Pe.ing Unive.sity Institute.of Advance. Agricultural Scie.ce. WeifangShandong 261325China BGI Biove.se Shenzhen 518083China

e.viromics re.e.s to the.characte.ization of micro-and macroe.vironme.ts base. on large.scale.e.vironme.tal *** providing ge.otypic re.omme.dations with pre.ictive.e.trapolation at a site.spe.ific le.e.,e.viromics could inform plant bre.ding de.isions across varying conditions and anticipate.productivity in a changing ***-base. inte.ration of statistics,e.virotyping(i.e.,de.e.mining e.vironme.tal factors),and re.ote.se.sing could he.p unrave. the.comple. inte.play of ge.e.ics,e.vironme.t,and *** support this goal,e.haustive.e.virotyping to ge.e.ate.pre.ise.e.vironme.tal profile. would significantly improve.pre.ictions of ge.otype.pe.formance.and ge.e.ic gain in ***,informatics manage.e.t platforms aggre.ate.dive.se.e.vironme.tal datase.s obtaine. using optical,the.mal,radar,and light de.e.tion and ranging(LiDAR)se.sors that capture.de.aile. information about ve.e.ation,surface.structure.and *** we.lth of information,couple. with fre.ly available.climate.data,fue.s innovative.e.viromics *** e.viromics holds imme.se.pote.tial for bre.ding,a fe. obstacle. re.ain,such as the.ne.d for(1)inte.rative.me.hodologie. to syste.atically colle.t fie.d data to scale.and e.pand obse.vations across the.landscape.with sate.lite.data;(2)state.of-the.art AI mode.s for data inte.ration,simulation,and pre.iction;(3)cybe.infrastructure.for proce.sing big data across scale. and providing se.mle.s inte.face. to de.ive. fore.asts to stake.olde.s;and(4)collaboration and data sharing among farme.s,bre.de.s,physiologists,ge.informatics e.pe.ts,and programme.s across re.e.rch *** the.e.challe.ge. is e.se.tial for le.e.aging the.full pote.tial of big data capture. by sate.lite. to transform 21st ce.tury agriculture.and crop improve.e.t through e.viromics.

关键词： e.virotyping pre.ision bre.ding ge.otype.e.vironme.t inte.actions re.ote.se.sing pre.ictive.mode.s e.viromic information

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Nove. fabrication te.hnique. for ultra-thin silicon base. fle.ible.e.e.tronics

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Inte.national Journal of e.tre.e.Manufacturing 2024年第4期6卷 116-149页

作者： Ju Young lee Je.ng e.n Ju Chanwoo lee Sang Min Won Ki Jun Yu School of e.e.trical and e.e.tronic e.gine.ring Yonsei University50 Yonsei-roSeodaemunguSeoul 03722Republic of Korea De.artme.t of e.e.trical and Compute. e.gine.ring Sungkyunkwan UniversitySuwon 16419Republic of Korea YU-Kore. Institute.of Scie.ce.and Te.hnology(KIST)Institute Yonsei University50Yonsei-roSeodaemun-guSeoul 03722Republic of Korea

Fle.ible.e.e.tronics offe. a multitude.of advantage.,such as fle.ibility,lightwe.ght prope.ty,portability,and high *** unique.prope.tie. allow for se.mle.s applications to curve. and soft surface.,le.ding to e.te.sive.utilization across a wide.range.of fie.ds in consume. *** applications,for e.ample.span inte.rate. circuits,solar ce.ls,batte.ie.,we.rable.de.ice.,bio-implants,soft robotics,and biomime.ic ***,fle.ible.e.e.tronic de.ice. have.be.n de.e.ope. using a varie.y of mate.ials such as organic,carbon-base.,and inorganic se.iconducting ***(Si)owing to its mature.fabrication proce.s,e.ce.le.t e.e.trical,optical,the.mal prope.tie.,and cost e.ficie.cy,re.ains a compe.ling mate.ial choice.for fle.ible.***,the.re.e.rch on ultra-thin Si in the.conte.t of fle.ible.e.e.tronics is studie. rigorously *** thinning of Si is crucially important for fle.ible.e.e.tronics as it re.uce. its be.ding stiffne.s and the.re.ultant be.ding strain,the.e.y e.hancing fle.ibility while.pre.e.ving its e.ce.tional *** re.ie. provide. a compre.e.sive.ove.vie. of the.re.e.t e.forts in the.fabrication te.hnique. for forming ultra-thin Si using top-down and bottom-up approache. and e.plore. the.r utilization in fle.ible.e.e.tronics and the.r applications.

关键词： fle.ible.e.e.tronics silicon fabrication te.hnique top-down approach bottom-up approach

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