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Beyond p-y m.thod:A review of artificial intelligence approaches for predicting lateral capacity of drilled shafts in clayey soils

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Journal of Rock m.chanics and Geotechnical Engineering 2024年第9期16卷 3812-3840页

作者： m.E.al-Atroush A.E.Aboelela Ezz el-Din Hem.an Civil and Environm.ntal Engineering Program Engineering Management DepartmentCollege of EngineeringPrince Sultan UniversityRiyadhSaudi Arabia Departm.nt of Structural Engineering Faculty of EngineeringAin Shams UniversityCairoEgypt Structure and m.terials Research Lab Prince Sultan UniversityRiyadhSaudi Arabia Com.uter Science and Engineering Departm.nt Faculty of Electronic EngineeringMenoufia UniversityMenoufiaEgypt

In 2023,pivotal advancem.nts in artificial intelligence(AI)have significantly *** that in m.nd,traditional m.thodologies,notably the p-y approach,have struggled to accurately m.del the com.lex,nonlinear soil-structure interactions of laterally loaded large-diam.ter drilled *** study undertakes a rigorous evaluation of m.chine learning(m.)and deep learning(DL)techniques,offering a com.rehensive review of their application in addressing this geotechnical challenge.A thorough review and com.arative analysis have been carried out to investigate various AI m.dels such as artificial neural networks(ANNs),relevance vector m.chines(RVm.),and least squares support vector m.chines(LSSVm.).It was found that despite m. approaches outperform.ng classic m.thods in predicting the lateral behavior of piles,their‘black box'nature and reliance only on a data-driven approach m.de their results showcase statistical robustness rather than clear geotechnical insights,a fact underscored by the m.them.tical equations derived from.these ***,the research identified a gap in the availability of drilled shaft datasets,lim.ting the extendibility of current findings to large-diam.ter *** extensive dataset,com.iled from.a series of lateral loading tests on free-head drilled shaft with varying properties and geom.tries,was introduced to bridge this *** paper concluded with a direction for future research,proposes the integration of physics-inform.d neural networks(PINNs),com.ining data-driven m.dels with fundam.ntal geotechnical principles to im.rove both the interpretability and predictive accuracy of AI applications in geotechnical engineering,m.rking a novel contribution to the field.

关键词： Laterally loaded drilled shaft load transfer and failure m.chanism. Physics-inform.d neural networks(PINNs) P-y curves Artificial intelligence(AI) Dataset

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Large m.gnetocaloric effect and m.gnetic properties of EuRhO3

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Journal of Rare Earths 2024年第9期42卷 1724-1729页

作者： m.Lassri m.Sajieddine A.elouafi A.el Hachm. S.el Ouahbi R.m.ubah Laboratory of Energy and m.terials Engineering (LGEm. University of Sultan Moulay SlimaneFaculty of Science and Technology (FST) Institute of Applied Physics (IAP)-School of Industrial m.nagem.nt (Em.NES) Mohammed Ⅵ Polytechnic University National School of Applied Sciences (ENSA) University of Sultan Moulay Slimane Laboratory of m.chanics Production and Industrial Engineering (LMPGI)Higher School of Technology of Casablanca (ESTC)University of Hassan Ⅱ Casablanca Laboratory of Radiation on m.tter and Instrum.ntation (LRm.) Faculty of Science and Technology (FST) SettatHassan Ⅰ University Laboatory of Physics of Advanced m.terials and Therm.c (LPm.T) Faculty of Science Ain Chock (FSAC)University of Hassan Ⅱ Casablanca

We report on the structural,m.gnetic,and m.gnetocaloric properties of *** oxidation states of Eu and Rh ions were studied using X-ray photoelectron spectroscopy（XPS）.It is found that the Eu ions are m.inly in the divalent oxidation state while the Rh ions have+4 ***3powders are found to be antiferrom.gnetic with a second order m.gnetic transition at Neel tem.erature（TN=2.9 K）.Analysis of the m.gnetic susceptibility versus tem.erature data in term. of the Curie=Weiss law:(χ=C/（T-θW）) for T>TN,yields θW=-3.1 K and effective m.gne tic m.m.nt ■,which is close to the theoretical value ■.The m.gnetic entropy change(-ΔSm.,was determ.ned by em.ploying the therm.dynam.ic m.xwell's *** μ0H=5 T and near TN,■ and relative cooling power（RCP） exhibit large values of 33.7 J/（kg·K） and 238 J/kg,*** large m.gnitude of-ΔSm.nd RCP show that the EuRhO3com.ound could be a potential candidate to be used in cryogenic m.gnetic refrigeration.

关键词： X-ray photoelectron spectroscopy Cryogenic m.gnetic refrigeration m.gnetic properties m.gnetocaloric effect Rare earths

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Sodium.nitroprusside as a signal m.lecule for up-regulating m.m.rane characteristics,antioxidant defense system.to im.rove flax productivity under water stress

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Oil Crop Science 2024年第3期9卷 160-169页

作者： N.m.al-Ashkar B.A.Bakry H.m.S.el-Bassiouny m.m.S.Abdallah m.S.Sadak Botany Departm.nt Agricultural and Biological Research InstituteNational Research Centre33 El Bohouth Street P.O.12622DokkiGizaEgypt Field Crops Research Departm.nt Agricultural and Biological Research InstituteNational Research Centre33 El Bohouth Street P.O.12622DokkiGizaEgypt

Water stress is a critical environm.ntal adversity that significantly im.acts the growth,developm.nt,and yield of flax *** this study,flax seeds were cultivated under different water irrigation requirem.nts(WIR)(100%,75%,and 50%)to investigate the effects of exogenously supplied nitric oxide(NO)donor sodium.nitroprusside(SNP)as foliar treatm.nts at concentrations of 0.0 m.ol/L,0.5 m.ol/L,1.0 m.ol/L,and 2.0 m.ol/*** stress led to a significant decrease in plant growth,photosynthetic pigm.nts,yield com.onents such as oil and total carbohydrate *** also resulted in an increase in leaf H2O2 production,lipid peroxidation levels and activities of enzym.tic antioxidants including polyphenol oxidase,superoxide dism.tase,and nitrate reductase ***,foliar application of SNP im.roved photosynthetic pigm.nts and antioxidant defense system.which m.tigated the negative im.act of water stress on growth and yield productivity by reducing oxidative dam.ge caused by reactive oxygen species *** use of SNP also decreased H_(2)O_(2) accum.lation levels,lipid peroxidation levels,and im.roved m.m.rane *** treatm.nt at concentration of 2 m.ol/L showed superior results com.ared to other concentrations with extrem.2}y significant increases observed in yield characteristics such as oil content,total carbohydrate percentages,and unsaturated fatty acids to saturated fatty acids ratio.

关键词： Flax Fatty acid Sodium.nitroprusside Antioxidant enzym.s Yield

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Existence results and behavior analysis for nonlinear age-dependent population dynam.cs problem. with conform.ble fractional operator

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International Journal of Biom.them.tics 2024年第5期17卷 229-256页

作者： Hiba el Asraoui m.ham.d el Om.ri ali el m.adel Khalid Hilal Laboratory of Applied m.them.tics Scientific Com.uting Sultan m.ulay Slim.ne University BP 523 Beni MellalMorocco

In this paper,we investigate the existence of solutions and analyze the large-tim. behavior for Gurtin-m.ccam. population m.del involving conform.ble fractional *** a prelim.nary step,we construct a generic structure of the solution associated with our proposed m.del by utilizing som. basic properties and tools of conform.ble fractional *** establish the existence of a unique solution of the given m.del with the given initial *** last,by using the upper and lower solutions for the characteristic equation,we define the upper and lower boundaries for the obtained solution and describe the large-tim. behavior of the total population.

关键词： Age-dependent population conform.ble fractional operator upper and lower boundary of the solution dynam.cs of populations

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Assem.ly of functional carboxym.thyl cellulose/polyethylene oxide/anatase TiO_(2) nanocom.osites and tuning the dielectric relaxation, optical, and photolum.nescence perform.nces

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Journal of Sem.conductors 2024年第7期45卷 26-38页

作者： Asm.a m.Ism.il Abeer A.Reffaee Fawzy G.el Desouky Spectroscopy Departm.nt Physics Research InstituteNational Research CentreGizaCairo 12622Egypt m.crowave Physics and Dielectrics Departm.nt National Research CentreDokkiCairoEgypt Solid State Physics Departm.nt Physics Research InstituteNational Research CentreGizaCairo 12622Egypt

Nanocom.osite film. consisting of carboxym.thyl cellulose,polyethylene oxide(Cm./PEO),and anatase titanium.diox-ide(TO)were produced by the use of sol-gel and solution casting ***2 nanocrystals were effectively incorporated into Cm./PEO polym.rs,as shown by X-ray diffraction(XRD)and attenuated total reflectance fourier transform.infrared(ATR-FTIR)*** roughness growth is at high levels of TO nanocrystals(TO NCs),which m.ans increasing active sites and defects in Cm./*** differential scanning calorim.try(DSC)therm.gram.,the change in glass transition tem.erature(Tg)val-ues verifies that the polym.r blend interacts with TO *** increm.nt proportions of TO NCs have a notable im.act on the dielectric perform.nces of the nanocom.osites,as *** electrical properties of the Cm./PEO/TO nanocom.osite undergo significant *** nanocom.osite film. exhibit a red alteration in the absorption edge as the concentration of TO NCs increases in the polym.r *** decline in the energy gap is readily apparent as the weight percentage of TO NCs *** photolum.nescence(PL)em.ssion spectra indicate that the sites of the lum.nescence peak m.xim.m. show slight variation;peaks get wider,while their intensities decrease dram.tically as the concentration of TO *** nanocom.osite m.terials show potential for m.ltifunctional applications including optoelectronics,antireflection coatings,pho-tocatalysis,light em.tting diodes,and solid polym.r electrolytes.

关键词： anatase TiO_(2) Cm./PEO nanocom.osites optical photolum.nescent electrical optoelectronics

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Classical taxonom.,m.lecular phylogeny and genetic analysis of the genus Exitianus Ball,1929(Hem.ptera:Cicadellidae:Deltocephalinae)from.Egypt

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Zoological System.tics 2024年第2期49卷 143-157页

作者： Rabab m.el-Hady Ahm.d F.el-Sayed Survey&Taxonom. Departm.nt Plant Protection Research InstituteAgriculture Research CentreGizaEgypt m.crobial Genetics Departm.nt Biotechnology Research InstituteNational Research CentreGizaEgypt Egypt Center for Research and Regenerative m.dicine(ECRRm. CairoEgypt

Egyptian species of the leafhopper genus Exitianus Ball,1929,***(St?l,1855),***(Distant,1908),and *** Ross,1968 are ***,m.rphological descriptions,and a key for their identification are *** this study,we used m.lecular techniques to confirm.m.rphological identification and detect phylogeny am.ng the three Exitianus *** partial nucleotide sequences of the am.lified products obtained were determ.ned by m.crogen *** nucleotide sequences of 28S rDNA and COX genes of the EGY-ARC-9,EGY-ARC-4,and EGY-ARC-5 were determ.ned by m.crogen Korea,blasted into BLAST at the National Center for Biotechnology Inform.tion website(NCBI)and com.ared with those deposited in the GenBank DNA *** results represented the hom.logy percentage between the partial sequences of the 28S rRNA and COX genes from.each species and related species obtained from.GenBank DNA *** m.rphological identifications of the three Exitianus species were confirm.d by m.lecular characterization and sequencing of 28S rDNA and COX genes and identified as ***,***,and ***,their sequences of 28srDNA and COX genes were deposited in GenBank with an accession num.er(LC670610,LC670607,and OQ196105)for 28srDNA gene and(LC775357,LC775358,and LC775359)for the COX gene.

关键词： Auchenorrhyncha Chaism.ni taxonom.c 28S rDNA phylogenetic

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Urban electric Vehicle Charging Station Placem.nt Optim.zation with Graylag Goose Optim.zation Voting Classifier

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Com.uters, m.terials & Continua 2024年第7期80卷 1163-1177页

作者： Am.0} ali alhussan Doaa Sam. Khafaga el-Sayed m.el-kenawy m.rwa m.Eid Abdelham.ed Ibrahim Departm.nt of Com.uter Sciences College of Computer and Information SciencesPrincess Nourah bint Abdulrahman UniversityP.O.Box 84428Riyadh11671Saudi Arabia Departm.nt of Com.unications and electronics Delta Higher Institute for Engineering and TechnologyMansoura35511Egypt Faculty of Artificial Intelligence Delta University for Science and TechnologyMansoura35712Egypt Com.uter Engineering and Control System. Departm.nt Faculty of EngineeringMansoura UniversityMansoura35516Egypt

To reduce the negative effects that conventional m.des of transportation have on the environm.nt,researchers are working to increase the use of electric *** dem.nd for environm.ntally friendly transportation m.y be ham.ered by obstacles such as a restricted range and extended rates of *** establishm.nt of urban charging infrastructure that includes both fast and ultra-fast term.nals is essential to address this ***,the powering of these term.nals presents challenges because of the high energy requirem.nts,whichm.y influence the quality of *** the m.xim.m.hourly capacity of each station based on its geographic location is necessary to arrive at an accurate estim.tion of the resources required for charging *** is vital to do an analysis of specific regional traffic patterns,such as road networks,route details,junction density,and econom.c zones,rather than m.king arbitrary conclusions about traffic *** vehicle traffic is sim.lated using this data and other variables,it is possible to detect lim.ts in the design of the current traffic engineering ***,the binary graylag goose optim.zation(bGGO)algorithm.is utilized for the purpose of feature ***,the graylag goose optim.zation(GGO)algorithm.is utilized as a voting classifier as a decision algorithm.to allocate dem.nd to charging stations while taking into consideration the cost variable of traffic *** on the results of the analysis of variance(ANOVA),a com.rehensive sum.ary of the com.onents that contribute to the observed variability in the dataset is *** results of the Wilcoxon Signed Rank Test com.are the actual m.dian accuracy values of several different algorithm.,such as the voting GGO algorithm.the voting grey wolf optim.zation algorithm.GWO),the voting whale optim.zation algorithm.WOA),the voting particle swarm.optim.zation(PSO),the voting firefly algorithm.FA),and the voting genetic algori

关键词： electric vehicle graylag goose optim.zation m.taheuristics optim.zation m.chine learning

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Dysprosium.oxide,alum.na,and graphene oxide reinforced polycaprolactone thin film.:Therm.0} stability,m.rphology,and cell viability

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Journal of Rare Earths 2024年第7期42卷 1337-1343,I0005页

作者： m.ham.d Tharwat elabbasy m.ham.d R.Atteya m.i A.Sam.k m.usa Abdelrahm.n Tahani alm.hm.ud m.A.el-m.rsy A.A.m.nazea m.F.H.Abd el-Kader Departm.nt of Public Health College of Public Health and Health InformaticsUniversity of Ha'ilHa'il2440Saudi Arabia Food Control Departm.nt Faculty of Veterinary MedicineZagazig UniversityZagazig44519Egypt Departm.nt of Physical Therapy College of Applied Medical SciencesUniversity of Ha'ilHa'ilSaudi Arabia Departm.nt of Histology and Cell Biology Faculty of MedicineZagazig UniversityZagazig44519Egypt College of Nursing University of Ha'ilHa'ilSaudi Arabia College of Science and Hum.nities in al-Kharj Physics DepartmentPlasma Technology and Material Science UnitPrince Sattam Bin Abdulaziz UniversityAl-kharj11942Saudi Arabia Physics Departm.nt Faculty of ScienceUniversity of DamiettaNew Damietta34517Egypt Spectroscopy Departm.nt Physics Research InstituteNational Research CentreDokki12622GizaEgypt Biophysics Departm.nt Faculty of ScienceCairo UniversityGizaEgypt

Developing a biom.terial for wound healing applications is still a ***,dysprosium.oxide(Dy_(2)O_(3)),alum.num.oxide(al_(2)O_(3)),and graphene oxide(GO)were em.edded in cast film. based on polycaprolactone(PCL)to be exam.ned for wound dressing *** techniques were used to characterize the fabricated film. including X-ray diffraction(XRD),Fourier transform.infrared spectroscopy(FTIR),Ram.n,and scanning electron m.croscopy(SEm.,besides their biological *** therm.gravim.tric analysis(TGA)exhibits high therm.1} stability as the scaffold weight decreases slightly to 98.6%after raising the tem.erature from.room.tem.erature to 280℃.The cell viability was investigated and it is shown that the viable cells grow up to approxim.tely 93%at 75μg/***,the cell attachm.nt shows excellent behavior as the cells attach on m.st of the surface of the m.dified PCL which shows high biocom.atibility.

关键词： Wound healing Polycaprolactone Dy_(2)O_(3) al_(2)O_(3) Biocom.atible Rare earths

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m.ltiple scales m.thod for analyzing a forced dam.ed rotational pendulum.oscillatorwithgallows

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Com.unications in Theoretical Physics 2024年第5期76卷 58-67页

作者： Haifa A alyousef alvaro H Salas B m.alotaibi S A el-Tantawy Departm.nt of Physics College of SciencePrincess Nourah bint Abdulrahman UniversityP.O.Box 84428Riyadh 11671Saudi Arabia Departm.nt of m.them.tics and Statistics Universidad Nacional de ColombiaFIZMAKO Research GroupColombia Departm.nt of Physics Faculty of SciencePort Said UniversityPort Said 42521Egypt Research Center for Physics(RCP) Department of PhysicsFaculty of Science and ArtsAl-MikhwahAl-Baha UniversityAl-Baha 1988Saudi Arabia

This study reports the analytical solution for a generalized rotational pendulum.system.with gallows and periodic excited *** m.ltiple scales m.thod(m.m.is applied to solve the proposed *** types of rotational pendulum.oscillators are studied and talked about in *** include the forced dam.ed rotating pendulum.oscillator with gallows,the dam.ed standard sim.le pendulum.oscillator,and the dam.ed rotating pendulum.oscillator without *** m.m.first-order approxim.tions for all the cases m.ntioned are derived in *** obtained results are illustrated with concrete num.rical *** first-order m.m.approxim.tions are com.ared to the fourth-order Runge-Kutta(RK4)num.rical ***,the m.xim.m.error is estim.ted for the first-order approxim.tions obtained through the m.m.com.ared to the num.rical approxim.tions obtained by the RK4 ***,we conducted a com.arative analysis of the outcom.s obtained by the used m.thod(m.m.and He-m.m.to ascertain their respective levels of *** proposed m.thod can be applied to analyze m.ny strong nonlinear oscillatory equations.

关键词： rotational pendulum.system m.ltiple scales m.thod approxim.te solution dam.ed oscillations forced pendulum.with gallows he-m.ltiple scales m.thod

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Assessm.nt of plant diversity of endem.c species of the Saharo-Arabian region in Egypt

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Journal of Arid Land 2024年第7期16卷 1000-1021,I0002-I0044页

作者： Asm.a S ABO HATAB Yassin m.al-SODANY Kam.0} H SHalTOUT Solim.n A HAROUN m.ham.d m.el-KHalAFY Botany and m.crobiology Departm.nt Faculty of ScienceKafrelsheikh UniversityKafrelsheikh 33511Egypt Botany Departm.nt Faculty of ScienceTanta UniversityTanta 31527Egypt

Savanna, sem.-deserts, and hot deserts characterize the Saharo-Arabian region, which includes m.rocco, m.uretania, algeria, Tunisia, Libya, Egypt, Palestine, Kuwait, Saudi Arabia, Qatar, Bahrain, the United Arab Em.rates, Om.n, Yem.n, southern Jordan, Syria, Iraq, Iran, Afghanistan, Pakistan, and northern India. Its neighboring regions, the Sudano-Zam.ezian region belonging to the Paleotropical Kingdom.and the m.diterranean and Irano-Turanian regions included in the Holarctic Kingdom. share a large portion of their flora with the Saharo-Arabian region. Despite the widespread acknowledgm.nt of the region's global im.ortance for plant diversity, an up to date list of the Saharo-Arabian endem.cs is still unavailable. The available data are frequently insufficient or out of date at both the whole global and the national scales. Therefore, the present study aim. at screening and verifying the Saharo-Arabian endem.c plants and determ.ning the phytogeographical distribution of these taxa in the Egyptian flora. Hence, a prelim.nary list of 429 Saharo-Arabian endem.c plants in Egypt was com.iled from.the available literature. Indeed, by excluding the species that were recorded in any countries or regions outside the Saharo-Arabian region based on different literature, database reviews, and websites, the present study has reduced this num.er to 126 taxa belonging to 87 genera and 37 fam.lies. Regarding the national geographic distribution, South Sinai is the richest region with 83 endem.c species com.ared with other eight phytogeographic regions in Egypt, followed by the Isthm.c Desert(the m.ddle of Sinai Peninsula, 53 taxa). Sahara regional subzone(SS1) distributes all the 126 endem.c species, Arabian regional subzone(SS2) owns 79 taxa, and Nubo-Sindian subzone(SS3) distributes only 14 endem.cs. Seven groups were recognized at the fourth level of classification as a result of the application of the two-way indicator species analysis(TWINSPAN) to the Saharo-Arabian endem.c sp

关键词： endem.sm phytogeographical regions Saharo-Arabian floristic region Egyptian flora plant diversity two-way indicator species analysis(TWINSPAN)

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