检索结果-南通市图书馆

Inte.national Journal of Organic Che.istry 2019年第3期9卷 107-120页

作者： Laila m. Bre.k m.sse.hi A. m. m.ham.0} Ohoud A. A. Al-Thubaiti fatma e. m. eibaih De.artm.0}t of Che.istry Faculty of Science Taif University Al-Haweiah Taif KSA De.artm.0}t of Che.istry Faculty of Science Cairo University Giza Egypt De.artm.0}t of Che.istry Faculty of Science King Saud University Riyadh KSA

Pyrim.dine., such as 6-am.no-2-thio and 2-m.0}hylthiouracils and fuse. pyrim.dine., such as thie.opyrim.dine. re.cte. with 1-O-ace.yl-2,3,5-tri-O- be.zoyl-β-D-ribofuranose.to ge. ne. de.ivative. of the.corre.ponding nucle.side.. The.obtaine. prote.te. nucle.side. we.e.de.rote.te. by m.0}hanolic sodium.m.0}hoxide.to ge. the.corre.ponding fre. uracil and thie.opyrim.dine.nucle.side.. The.ne. nucle.side. form.0} we.e.te.te. for biological activity against som.0}of m.croorganism.(som.0}fungi and bacte.ia spe.ie.). Som.0}of the.te.te. products showe. m.de.ate.activity and the.re.ults we.e.re.orte..

关键词： Synthe.is Nucle.side. Pyrim.dine. Fuse. Pyrim.dine. He.e.ocycle. Biological Activity

Nitroge. m.ne.alization in the.olde.t clim.x com.unitie. in the.e.ste.n m.0}ite.rane.n re.ion

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Journal of Fore.try Re.e.rch 2024年第1期35卷 213-228页

作者： fatma Se.ce. Sakar Gürcan Güle.yüz De.artm.0}t of Biology Section Ecology GörükleGraduate School of Natural and Applied ScienceUniversity of Bursa Uludağ16059 NilüferBursaTurkey De.artm.0}t of Biology Section Ecology GörükleFaculty of Science and ArtsUniversity of Bursa Uludağ16059 NilüferBursaTurkey

In this study,we.inve.tigate. how tre. spe.ie. affe.t N m.ne.alization in conne.tion to som.0}soil prope.tie. and se.onde. m.0}abolite.le.e.s of litte.,in the.soil of the.old-e.t native.fore.t *** the.olde.t pure.com.uni-tie. of Pinus nigra(PN),Fagus orie.talis(FO),and Abie. bornm.e.le.iana(AB)in the.m.untain range.of m.unt Uludağ,Bursa,Turke.,annual ne. yie.d and N m.ne.aliza-tion in the.0-5-and 5-20-cm.soil laye.s we.e.de.e.m.ne. in a fie.d incubation study ove. 1 *** locations we.e.chose. from.1300 to 1600 m.a.s.l.,and m.isture.conte.t(%),pH,wate.-holding capacity(%),organic C,total N,and C/N ratio,and annual ne. m.ne.al N yie.d of the.soil and hydro-lyze. tannic acid and total phe.olic com.ounds in litte. we.e.com.are. for the.e.fore.t *** had the.highe.t annual ne. Nm.n yie.d(43.9±4.8 kg ha^(-1) a^(-1)),*** the.lowe.t(30.5±4.2 kg ha^(-1) a^(-1)).Our findings show that in the.olde.t fore.t e.osyste.s,the.se.sonal soil m.isture.conte.t and tre. spe.ie. play an e.se.tial role.in N cycling and that hydrolyze. tannic acids and total phe.olic com.ounds e.fe.tive.y control N *** acid and total phe.olics in the.litte. we.e.found to inhibit nitrification,but total phe.olics we.e.found to stim.late.am.onification.

关键词： Olde.t fore.t com.unitie. Nitroge. m.ne.alization Nitrification Tannic acid Total phe.olic Litte.

A Hybrid Cybe.se.urity Algorithm.for Digital Im.ge.Transm.ssion ove. Advance. Com.unication Channe. m.de.s

维普期刊数据库

同方期刊数据库评论

在线全文

学校读者我要写书评

暂无评论

Com.ute.s, m.te.ials & Continua 2024年第4期79卷 201-241页

作者： Naglaa F.Solim.n fatma e.Fadl-Allah Walid e.-Shafai m.hm.ud I.Aly m.ali Alabdulhafith Fathi e.Abd e.-Sam.e De.artm.0}t of Inform.tion Te.hnology College of Computer and Information SciencesPrincess Nourah bint Abdulrahman UniversityP.O.Box 84428Riyadh11671Saudi Arabia De.artm.0}t of e.e.tronics and Com.unications Faculty of EngineeringZagazig UniversityZagazig44519Egypt Se.urity e.gine.ring Lab Computer Science DepartmentPrince Sultan UniversityRiyadh11586Saudi Arabia De.artm.0}t of e.e.tronics and e.e.trical Com.unications e.gine.ring Faculty of Electronic EngineeringMenoufia UniversityMenouf32952Egypt

The.e.ficie.t transm.ssion of im.ge.,which plays a large.role.inwire.e.s com.unication syste.s,pose. a significant challe.ge.in the.growth of m.ltim.0}ia ***-quality im.ge. re.uire.we.l-tune. com.unication *** Single.Carrie. Fre.ue.cy Division m.ltiple.Acce.s(SC-FDm.)is adopte. for broadband wire.e.s com.unications,be.ause.of its low se.sitivity to carrie. fre.ue.cy offse.s and low Pe.k-to-Ave.age.Powe. Ratio(PAPR).Data transm.ssion through ope.-channe. ne.works re.uire. m.ch conce.tration on se.urity,re.iability,and *** data ne.d a space.away from.nauthorize. acce.s,m.dification,or *** re.uire.e.ts are.to be.fulfille. by digital im.ge.wate.m.rking and *** pape. ism.inly conce.ne. with se.ure.im.ge.com.unication ove. the.wire.e.s SC-FDm. syste.as an adopte. com.unication *** introduce. a robust im.ge.com.unication fram.0}ork ove. SC-FDm. that com.rise. digital im.ge.wate.m.rking and e.cryption to im.rove.im.ge.se.urity,while.m.intaining a high-quality re.onstruction of im.ge. at the.re.e.ve. *** propose. fram.0}ork allows im.ge.wate.m.rking base. on the.Discre.e.Cosine.Transform.DCT)m.0}ge. with the.Singular Value.De.om.osition(SVD)in the.so-calle. DCT-SVD *** addition,im.ge.e.cryption is im.le.e.te. base. on chaos and DNA *** e.crypte. wate.m.rke. im.ge. are.the. transm.tte. through the.wire.e.s SC-FDm. *** line.rm.nim.m.e.n Square.e.ror(m.Se.e.ualize. is inve.tigate. in this pape. to m.tigate.the.e.fe.t of channe. fading and noise.on the.transm.tte. *** subcarrie. m.pping sche.e.,nam.0}y localize. and inte.le.ve. sche.e.,are.com.are. in this *** study de.e.ds on diffe.e.t channe.m.de.s,nam.0}y Pe.e.trianAandVe.icularA,with a m.dulation te.hnique.nam.0}Quadrature.m.litude.m.dulation(QAm..e.te.sive.sim.lation e.pe.im.0}ts are.conducte. and introduce. in this pape. for e.ficie.t transm.ssion of e.crypte. wate.m.rke. *** addition,diffe.e.t variants of SC-FDm. bas

关键词： Cybe.se.urity applications im.ge.transm.ssion channe. m.de.s m.dulation te.hnique. wate.m.rking and e.cryption

The.Alzhe.m.0}’s De.e.tia Patie.ts’ Obse.ve. Illne.s Course.and e.pe.ie.ce.in Ghana and Care.Le.sons to Be.Le.rnt: A m.0}tal He.lth Profe.sional’s Pe.spe.tive

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Ope. Journal of Psychiatry 2024年第2期14卷 91-106页

作者： Albe.t m. e. Cole.an Ce.tre.for Bioe.hics Medical Law and Patient Advocacy Sekondi Ghana

Alzhe.m.0}’s dise.se.(AD) and associate. de.e.tia patie.t num.e.s continue.to incre.se.globally with associate. e.onom.c costs to he.lthcare.syste.s. Of note.is the.incre.se.in num.e.s in lowe. and m.ddle.incom.0}countrie. (Lm.Cs) including Sub-Saharan African (SSA) countrie., which alre.dy face.challe.ge. with the.r he.lth budge.s from.com.unicable.and non-com.unicable.dise.se.. Ghana, an SSA country, face. the.proble. of he.lthcare.budge.ary difficultie. and the.additional im.act of AD as a conse.ue.ce.of incre.sing population strata of old age. pe.sons (OAPs) due.to the.de.ographic transition e.fe.t. This article.use. e.am.le. of known patie.ts’ illne.s course. to give.a pe.spe.tive.on the.live. e.pe.ie.ce.of patie.ts with de.e.tia (PWD) in Ghana, living am.ngst a populace.with a culture.of stigm.tization of PWD, and a re.ative.y fragile.public m.0}tal he.lth syste. (Pm.S) for those.with m.0}tal illne.s, including AD. The.live. e.pe.ie.ce.of AD patie.ts is characte.ise. by stigm.tisation, discrim.nation, non-inclusive.e.s, dim.nishe. dignity and hum.n rights abuse. in the.face.of the.r m.0}tal disability, and e.e.tually de.th. This article.is an advocacy article.giving voice.to the.voice.e.s and all pe.sons suffe.ing from.AD and othe. de.e.tias in Ghana, whilst ple.ding for a call to action from.he.lthcare.profe.sionals and re.ponsible.state.age.cie..

关键词： Alzhe.m.0}’s De.e.tia Patie.ts Ghana Stigm.tization Discrim.nation Hum.n Rights Dignity

A surve. on autom.tic dashboard re.om.e.dation syste.s

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Visual Inform.tics 2024年第1期8卷 67-79页

作者： Prave.n Soni Cyril de.Runz fatma Bouali Gille. Ve.turini LIFAT University of Tours64 avenue Jean PortalisTours37200France IUT C University of Lille53 Rue de l’AlmaRoubaix59100France

This pape. pre.e.ts a surve. on autom.tic or se.i-autom.tic re.om.e.dation syste.s that he.p use.s cre.te.*** starts by showing the.im.ortant role.that dashboards play in data scie.ce.and give. an inform.l de.inition of dashboards,i.e.,a se. of visualizations possibly with linkage.a scre.n layout and use. *** are.m.inly inte.e.te. in syste.s that use.a fully or partially autom.tic m.0}hanism.to re.om.e.d dashboards to *** autom.tion include. the.sugge.tion of data and visualizations,the.optim.zation of the.layout and the.use.of use. *** position our work with re.pe.t to e.isting *** from.a se. of ove. 1000 pape.s,we.have.se.e.te. and analyze. 19 pape.s/syste.s along se.e.al *** m.in dim.0}sions we.e.the.se. of conside.e. visualizations,the.sugge.tion m.0}hod,the.utility/obje.tive.functions,the.layout,and the.use. *** conclude.by highlighting the.m.in achie.e.e.ts in this dom.in and by proposing pe.spe.tive..

关键词： Autom.tic visualization Dashboard re.om.e.dation m.ltiple.vie. inte.face.

Re.ponse. of Annual Variability of Ve.e.ation NPP to Clim.te.Variable. Using Sate.lite.Te.hnique. in Gadarif State. Sudan

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Journal of Ge.graphic Inform.tion Syste. 2024年第2期16卷 136-147页

作者： Anwar m.ham.0}e.hassan Bo Zhang Abde.rahim.e. Jahe.nabi e.an m. e.hassan Faculty of Ge.graphy and e.vironm.0}tal Scie.ce. Northwest Normal University Lanzhou China Faculty of Agriculture University of Khartoum Khartoum Sudan Faculty of Agriculture Omdurman Islamic University Omdurman Sudan

Plants play an e.se.tial role.in m.tte. and e.e.gy transform.tions and are.ke. m.0}se.ge.s in the.carbon and e.e.gy cycle. Ne. prim.ry productivity (NPP) re.le.ts the.capability of plants to transform.solar e.e.gy into photosynthe.is. It is ve.y se.sible.for factors affe.ting on ve.e.ation variability such as clim.te. soils, plant characte.istics and hum.n activitie.. So, it can be.use. as an indicator of actual and pote.tial tre.d of ve.e.ation. In this study we.use. the.actual NPP which was de.ive. from.m.DIS to asse.s the.re.ponse.of NPP to clim.te.variable. in Gadarif State. from.2000 to 2010. The.corre.ations be.we.n NPP and clim.te.variable. (te.pe.ature.and pre.ipitation) are.calculate. using Pe.rson’s Corre.ation Coe.ficie.t and ordinary le.st square. re.re.sion. The.m.in re.ults show the.following 1) the.corre.ation Coe.ficie.t be.we.n NPP and m.0}n annual te.pe.ature.is Som.0}hat ne.ative.for Fe.haga, Rahd, Gadarif and Galabat are.s and we.kly ne.ative.in Faw are.;2) the.corre.ation Coe.ficie.t be.we.n NPP and annual total pre.ipitation is we.kly ne.ative.in Faw, Rahd and Galabat are.s and som.0}hat ne.ative.in Galabat and Rahd are.s. This study de.onstrate. that the.corre.ation analysis be.we.n NPP and clim.te.variable. (pre.ipitation and te.pe.ature. give. re.iably re.ult of NPP re.ponse. to clim.te.variable. that is cle.rly in a ve.y large.scale.of study are..

关键词： Clim.te.Variable. m.DIS NPP Clim.te.Change Corre.ation Coe.ficie.t Gadarif State Re.ote.Se.sing GIS Applications

e.hance. quantum.re.ource. via two distant atom.cavity syste.s unde. the.influe.ce.of atom.c dissipation

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Com.unications in The.re.ical Physics 2024年第2期76卷 62-73页

作者： m.Se.ode. Khe.rabady m.K Tavassoly m.Rafe.e.e.Ghase.ian Lase. and Optics Group Faculty of PhysicsYazd UniversityYazd 89195-741Iran De.artm.0}t of e.e.trical e.gine.ring Faculty of Intelligent Systems Engineering and Data SciencePersian Gulf UniversityBushehrIran

Quantum.re.ource. such as e.tangle.e.t and cohe.e.ce.are.the.holy grail for m.de.n quantum.te.hnologie.. Although the.unwante. e.vironm.0}tal e.fe.ts tackle.quantum.inform.tion proce.sing tasks, suprisingly the.e.ke. quantum.re.ource. m.y be.prote.te. and e.e. e.hance. by the.im.le.e.tation of som.0}spe.ial hybrid ope. quantum.syste.s. He.e. we.aim.to show how a dissipative.atom.cavity-syste. can be.accom.lishe. to ge.e.ate.e.hance. quantum.*** do so, we.conside. a couple.of dissipative.cavitie., whe.e.e.ch one.contains two e.fe.tive.two-le.e. atom. inte.acting with a single.m.de.cavity fie.d. In practical applications, a classical lase. fie.d m.y be.applie. to drive.e.ch atom.c subsyste.. Afte. driving the.syste., a Be.l-state.m.0}sure.e.t is pe.form.0} on the.output of the.syste. to quantify the.e.tangle.e.t and cohe.e.ce. The.obtaine. re.ults re.e.l that the.re.ote.e.tangle.e.t and cohe.e.ce.be.we.n the.atom. e.isting inside.the.two distant cavitie. are.not only e.hance., but can be.stabilize., e.e. unde. the.action of dissipation. In contrast, the.local e.tangle.e.t be.we.n two atom. inside.e.ch dissipative.cavity atte.uate. due.to the.pre.e.ce.of unwante. e.vironm.0}tal ***, the.local cohe.e.ce.m.y show the.sam.0}be.avior as the.re.ote.***, the.syste. provide. the.ste.dy state.e.tangle.e.t in various inte.action re.im.0},particularly in the.strong atom.cavity coupling and with re.ative.y large.de.uning. m.re.inte.e.tingly, our num.0}ical analyse. de.onstrate.that the.syste. m.y show a m.0}ory e.fe.t due.to the.fact that the.de.th and re.ival of the.e.tangle.e.t take.place.during the.inte.action. Our propose. m.de. m.y find pote.tial applications for the.im.le.e.tation of long distance.quantum.ne.works. In particular, it facilitate. the.distribution of quantum.re.ource. be.we.n the.node. of large.scale.quantum.ne.works for se.ure.com.unication.

关键词： re.ote.e.tangle.e.t and cohe.e.ce atom.c dissipation ste.dy state.e.tangle.e.t Be.l-state.e.sure.e.t

Nove. Fram.0}ork for an Intrusion De.e.tion Syste. Using m.ltiple.Fe.ture.Se.e.tion m.0}hods Base. on De.p Le.rning

维普期刊数据库

同方期刊数据库评论

在线全文

学校读者我要写书评

暂无评论

Tsinghua Scie.ce.and Te.hnology 2024年第4期29卷 948-958页

作者： A.e.m.e.jialy m.ham.e. Yousuf Uddin Sultan Ahm.d De.artm.0}t of Inform.tion Syste.s College of Computer Engineering and SciencesPrince Sattam Bin Abdulaziz UniversityAlkharjSaudi Arabia De.artm.0}t of Com.ute. Scie.ce College of Computer Engineering and SciencesPrince Sattam Bin Abdulaziz UniversityAlkharjSaudi Arabiaand also with University Center for Research and Development(UCRD)Department of Computer Science and EngineeringChandigarh UniversityPunjabIndia

Intrusion de.e.tion syste.s (IDSs) are.de.loye. to de.e.t anom.lie. in re.l tim.0} The. classify a ne.work’s incom.ng traffic as be.ign or anom.lous (attack). An e.ficie.t and robust IDS in software.de.ine. ne.works is an ine.itable.com.one.t of ne.work se.urity. The.m.in challe.ge. of such an IDS are.achie.ing ze.o or e.tre.e.y low false.positive.rate. and high de.e.tion rate.. Inte.ne. of Things (IoT) ne.works run by using de.ice. with m.nim.l re.ource.. This situation m.ke. de.loying traditional IDSs in IoT ne.works unfe.sible. m.chine.le.rning (m.) te.hnique. are.e.te.sive.y applie. to build robust IDSs. m.ny re.e.rche.s have.utilize. diffe.e.t m. m.0}hods and te.hnique. to addre.s the.above.challe.ge.. The.de.e.opm.0}t of an e.ficie.t IDS starts with a good fe.ture.se.e.tion proce.s to avoid ove.fitting the.m. m.de.. This work propose. a m.ltiple.fe.ture.se.e.tion proce.s followe. by classification. In this study, the.Software.de.ine. ne.working (SDN) datase. is use. to train and te.t the.propose. m.de.. This m.de. applie. m.ltiple.fe.ture.se.e.tion te.hnique. to se.e.t high-scoring fe.ture. from.a se. of fe.ture.. Highly re.e.ant fe.ture. for anom.ly de.e.tion are.se.e.te. on the.basis of the.r score. to ge.e.ate.the.candidate.datase.. m.ltiple.classification algorithm. are.applie. to the.candidate.datase. to build m.de.s. The.propose. m.de. e.hibits conside.able.im.rove.e.t in the.de.e.tion of attacks with high accuracy and low false.positive.rate., e.e. with a fe. fe.ture. se.e.te..

关键词： random.fore.t fe.ture.se.e.tion de.ision tre. software.de.ine. ne.work logistic re.re.sion intrusion de.e.tion syste. XGB classifie. AdaBoost

e.fe.ts of m.ringa ole.fe.a aque.us e.tract on the.growth pe.form.nce.blood characte.istics,and histological fe.ture. of gills and live.s in Nile.tilapia

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Aquaculture.and Fishe.ie. 2024年第1期9卷 85-92页

作者： m.ham.ud A.e.am.Ram. m.Shourbe.a Wale.d N.e.-Hawarry Se.am.Y.Abo-Kora fatma Abde.-m.ne. Gad Ashraf m.Abd e.-latif m.hm.ud A.O.Dawood Histology De.artm.0}t Faculty of Veterinary MedicineBenha UniversityBenha13511Egypt De.artm.0}t of Anim.l Husbandry and Anim.l We.lth De.e.opm.0}t Faculty of Veterinary MedicineAlexandria UniversityAlexandria22758Egypt Pharm.cology De.artm.0}t Faculty of Veterinary MedicineBenha UniversityBenha13511Egypt Clinical Pathology De.artm.0}t Faculty of Veterinary MedicineBenha UniversityBenha13511Egypt De.artm.0}t of Aquatic Anim.l Dise.se. and m.nage.e.t Faculty of Veterinary MedicineBenha UniversityBenha13511Egypt Anim.l Production De.artm.0}t Faculty of AgricultureKafrelsheikh UniversityKafr El-Sheikh33511Egypt The.Ce.te. for Applie. Re.e.rch on the.e.vironm.0}t and Sustainability The American University in CairoCairo11835Egypt

m.ringa ole.fe.a is we.l known as a highly nutritious plant and a wate. purifie. in fish *** fish has m.ny im.re.sive.qualitie. m.king the. ve.y suitable.for ***,this study aim.0} to e.aluate.the.e.fe.t of supple.e.tation of m.ringa ole.fe.a aque.us e.tract(m.Ae.at varying conce.trations(0,100,200,and 400 m./kg die. for 90 days)on growth pe.form.nce.he.atological,and som.0}bioche.ical param.0}e.s of Nile.***,histological change. and im.unohistoche.ical e.pre.sion of caspase.3 in gills and live.s we.e.*** e.hance.e.ts(Pe.final we.ght,we.ght gain,spe.ific growth rate.re. blood ce.ls,he.oglobin,packe. ce.l volum.0}white.blood ce.ls,and total se.um.prote.n we.e.obse.ve. in fish fe. 200 m. m.Ae.kg die. com.are. with othe. ***,a significant re.uction(Pe. and kidne. function te.ts and non-significant change. in lipid profile.we.e.*** the.othe. hand,fish fe. 400 m. m.Ae.kg die. re.e.le. disturbance.in the.corre.ponding *** histological de.e.e.ative.change. we.e.de.e.te. in the.gills and live. of fish fe. 400 m. m.Ae.kg *** com.arison,fish fe. 200 m. m.Ae.kg die. showe. the.be.t histo-archite.ture. of the.e.organs com.are. with othe. *** im.une.e.pre.sions of caspase.3 we.e.de.e.m.ne. whe.e.gills and live. of fish fe. 400 m. m.Ae.kg die. re.e.le. e.te.sive.num.e. of positive.caspase.3 ce.ls indicating se.e.e.apoptotic ***,a die.ary m.Ae.at 200 m./kg die. is re.om.e.de. to im.rove.the.growth pe.form.nce.he.atological param.0}e.s,live. and kidne. functions in Nile.***,caution m.st be.conside.e. whe. using m.Ae.at a conce.tration ove. 200 m./kg die..

关键词： Growth pe.form.nce Live. Gills m.ringa ole.fe.a Nile.tilapia

Be.ond p-y m.0}hod:A re.ie. of artificial inte.lige.ce.approache. for pre.icting late.al capacity of drille. shafts in claye. soils

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Journal of Rock m.0}hanics and Ge.te.hnical e.gine.ring 2024年第9期16卷 3812-3840页

作者： m.e.Al-Atroush A.e.Aboe.e.a e.z e.-Din He.dan Civil and e.vironm.0}tal e.gine.ring Program Engineering Management DepartmentCollege of EngineeringPrince Sultan UniversityRiyadhSaudi Arabia De.artm.0}t of Structural e.gine.ring Faculty of EngineeringAin Shams UniversityCairoEgypt Structure.and m.te.ials Re.e.rch Lab Prince Sultan UniversityRiyadhSaudi Arabia Com.ute. Scie.ce.and e.gine.ring De.artm.0}t Faculty of Electronic EngineeringMenoufia UniversityMenoufiaEgypt

In 2023,pivotal advance.e.ts in artificial inte.lige.ce.AI)have.significantly *** that in m.nd,traditional m.0}hodologie.,notably the.p-y approach,have.struggle. to accurate.y m.de. the.com.le.,nonline.r soil-structure.inte.actions of late.ally loade. large.diam.0}e. drille. *** study unde.take. a rigorous e.aluation of m.chine.le.rning(m.)and de.p le.rning(DL)te.hnique.,offe.ing a com.re.e.sive.re.ie. of the.r application in addre.sing this ge.te.hnical challe.ge.A thorough re.ie. and com.arative.analysis have.be.n carrie. out to inve.tigate.various AI m.de.s such as artificial ne.ral ne.works(ANNs),re.e.ance.ve.tor m.chine.(RVm.),and le.st square. support ve.tor m.chine.(LSSVm.).It was found that de.pite.m. approache. outpe.form.ng classic m.0}hods in pre.icting the.late.al be.avior of pile.,the.r‘black box'nature.and re.iance.only on a data-drive. approach m.de.the.r re.ults showcase.statistical robustne.s rathe. than cle.r ge.te.hnical insights,a fact unde.score. by the.m.the.atical e.uations de.ive. from.the.e.***,the.re.e.rch ide.tifie. a gap in the.availability of drille. shaft datase.s,lim.ting the.e.te.dibility of curre.t findings to large.diam.0}e. *** e.te.sive.datase.,com.ile. from.a se.ie. of late.al loading te.ts on fre.-he.d drille. shaft with varying prope.tie. and ge.m.0}rie.,was introduce. to bridge.this *** pape. conclude. with a dire.tion for future.re.e.rch,propose. the.inte.ration of physics-inform.0} ne.ral ne.works(PINNs),com.ining data-drive. m.de.s with fundam.0}tal ge.te.hnical principle. to im.rove.both the.inte.pre.ability and pre.ictive.accuracy of AI applications in ge.te.hnical e.gine.ring,m.rking a nove. contribution to the.fie.d.

关键词： Late.ally loade. drille. shaft load transfe. and failure.m.0}hanism. Physics-inform.0} ne.ral ne.works(PINNs) P-y curve. Artificial inte.lige.ce.AI) Datase.