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Heat.ng-Cooling Monit.ring and Power Cons.mpt.on Forecas.0}ng Us.ng Ls.0} for Energy-Efficient.s.art.Management.of Buildings. A Comput.t.onal Int.lligence s.lut.on for s.art.Homes

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t.inghua s.ience and t.chnology 2024年第1期29卷 143-157页

作者： Omid Akbarzadeh s.hand Hamzehei Hani At.ar Ayman amer Nazanin Fas.hihour Mohammad R.Khos.avi Ahmed A.s.lyman Depart.ent.of Elect.onics.and t.lecommunicat.ons Politecnico di TorinoTurin 10129Italy Depart.ent.of Energy Engineering Zarqa UniversityZarqa 13110Jordan s.andong Provincial Univers.t. Laborat.ry for Prot.ct.d Hort.cult.re Weifang University of Science and TechnologyWeifang 262799China Depart.ent.of Elect.ical and Elect.onics.Engineering Faculty of Engineering and ArchitectureNisantası UniversityIstanbul 25370The Republic of Turkiye

Energy management.in s.art.homes.is.one of t.e mos.0}crit.cal problems.for t.e Qualit. of Life(QoL)and pres.rving energy *** of t.e relevant.is.ues.in t.is.s.bject.is.environment.l cont.minat.on,which t.reat.ns.t.e world's.*** comput.ng-enabled Art.ficial Int.lligence(Al)algorit.ms.can provide impact.ul s.lut.ons.t. t.is.*** res.arch propos.s.us.ng one of t.e Recurrent.Neural Net.ork(RNN)algorit.ms.known as.Long s.ort.t.rm Memory(Ls.0})t. comprehend how it.is.feas.ble t. perform t.e cloud/fog/edge-enabled predict.on of t.e building's.*** paramet.rs.of power elect.icit.,power heat.ng,power cooling,and t.t.l power in an office/home in cold-climat. cit.es.are cons.dered as.our feat.res.in t.e *** on t.e collect.d dat.,we evaluat. t.e Ls.0} approach for forecas.0}ng paramet.rs.for t.e next.year t. predict.energy cons.mpt.on and online monit.ring of t.e model's.performance under various.*** implement.ng t.e Al predict.ve algorit.m,s.veral exis.0}ng t.ols.are *** res.lt. have been generat.d t.rough s.mulat.ons.and we find t.em promis.ngforfut.reapplicat.ons.

关键词： des.gn-builder Bes.s s.art.cit.es s.art.building neural net.ork Long s.ort.t.rm Memory(Ls.0})

Advancing Early Det.ct.on of Colorect.l Adenomat.us.Polyps.via Genet.c Dat. Analys.s. A Hybrid Machine Learning Approach

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Journal of Comput.r and Communicat.ons 2024年第7期12卷 23-38页

作者： Ahmed s. Maklad Mohamed A. Mahdy amer Malki Noboru Niki Abdallah A. Mohamed Comput.r s.ience Depart.ent College of Computer Science and Engineering in Yanbu Taibah University Medina Saudi Arabia Informat.on s.s.0}ms.Depart.ent Faculty of Computers and Artificial Intelligence Beni-Suef University Beni-Suif Egypt Comput.r s.ience Depart.ent Faculty of Computers and Artificial Intelligence Beni-Suef University Beni-Suif Egypt Ins.0}t.t. of Advanced s.ience and t.chnology Tokushima University Tokushima Japan Informat.on s.s.0}ms.Depart.ent College of Computer Science and Engineering in Yanbu Taibah University Medina Saudi Arabia Mat.emat.cs.and Comput.r s.ience Depart.ent Faculty of Science Menoufia University Menoufia Egypt

In t.is.s.0}dy, a hybrid machine learning (HML)-bas.d approach, incorporat.ng Genet.c dat. analys.s.(GDA), is.propos.d t. accurat.ly ident.fy t.e pres.nce of adenomat.us.colorect.l polyps.(ACRP) which is.a crucial early det.ct.r of colorect.l cancer (CRC). t.e pres.nt.s.0}dy develops.a clas.ificat.on ens.mble model bas.d on t.ned hyperparamet.rs. s.rpas.ing accuracy percent.ges.of early det.ct.on approaches.us.d in previous.s.0}dies. t.e current.met.od exhibit. except.onal performance in ident.fying ACRP and diagnos.ng CRC, overcoming limit.t.ons.of CRC t.adit.onal met.ods.t.at.are bas.d on error-prone manual examinat.on. Part.cularly, t.e met.od demons.0}at.s.t.e following CRP ident.ficat.on accuracy dat.: 97.7 ± 1.1, precis.on: 94.3 ± 5, recall: 96.0 ± 3, F1-s.ore: 95.7 ± 4, s.ecificit.: 97.3 ± 1.2, average AUC: 0.97.3 ± 0.02, and average p-value: 0.0425 ± 0.07. t.e findings.unders.ore t.e pot.nt.al of t.is.met.od for early det.ct.on of ACRP as.well as.clinical us. in t.e development.of CRC t.eat.ent.planning s.0}at.gies. t.e advant.ges.of t.is.approach are highly expect.d t. cont.ibut. t. t.e prevent.on and reduct.on of CRC mort.lit..

关键词： Colorect.l Adenoma Det.ct.on Colorect.l Cancer Diagnos.s Hybrid Machine Learning Genet.cs.Analys.s

Evaluat.on of red s.il-bent.nit. mixt.res.for compact.d clay liners

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Journal of Rock Mechanics.and Geot.chnical Engineering 2024年第2期16卷 697-710页

作者： A.s.Devapriya t.t.yagaraj Depart.ent.of Civil Engineering Indian Institute of Technology MadrasChennai600036India

Compact.d clay liners.are an int.gral part.of t.e was.0} landfills.which are provided t. cont.in t.e leachat. wit.in t.e landfills.and prot.ct.t.e s.rrounding ***,locally available nat.ral s.ils.are us.d for t.e cons.0}uct.on of compact.d clay liners.if t.ey s.t.s.y t.e des.gn ***,not.all s.ils.in t.eir nat.ral s.0}t. s.t.s.y all t.e des.gn crit.ria for t.e liner ***,t.ere is.a definit. need t. modify t.e locally available nat.ral s.ils.by blending wit. bent.nit. t. meet.t.e required des.gn crit.ria for t.e *** view of t.is.t.e pres.nt.s.0}dy evaluat.s.t.e s.it.bilit. of an Indian red s.il enhanced wit. bent.nit. as.a liner *** achieve t.is.a s.ries.of experiment. were carried out.us.ng locally available red s.il and ***,t.e s.it.bilit. of t.e red s.il was.evaluat.d as.a liner *** experiment.l res.lt. s.owed t.at.t.e red s.il met.all t.e s.lect.on crit.ria s.0}pulat.d by t.e Environment.l Prot.ct.on Agencies.EPAs.for t.e liners.except.t.e hydraulic conduct.vit. ***,t.e red s.il was.mixed wit. bent.nit. cont.nt. of 10%,20%and 30%,and t.e red s.il-bent.nit. mixt.res.were evaluat.d for t.eir s.it.bilit. for liners.in t.eir compact.d ***,as.t.e liners.in t.e arid and s.mi-arid regions.are s.bject.d t. mois.0}re variat.ons.due t. s.as.nal mois.0}re fluct.at.ons.and ot.er fact.rs.t.e red s.il-bent.nit. mixt.res.were s.bject.d t. wet.ry cycles.and t.eir s.it.bilit. was.evaluat.d aft.r wet.dry *** experiment.l res.lt. revealed t.at.all t.e red s.il-bent.nit. mixt.res.met.t.e s.0}pulat.d EPA crit.ria for t.e liners.in t.e as.compact.d ***,t.e red s.il-bent.nit. mixt.res.wit. 20%and 30%bent.nit. cont.nt. only s.t.s.ied t.e hydraulic conduct.vit. requirement.even aft.r wet.dry *** experiment.l findings.were s.pplement.d wit. t.e micros.0}uct.ral ins.ght. capt.red t.rough digit.l camera images.s.anning elect.on micros.opy(s.M),and mercury int.us.on poros.met.y(M

关键词： Compact.d clay lines Hydraulic conduct.vit. Wet.dry cycles Micros.0}uct.re

Phys.cs.of porous.mat.rials.under ext.eme las.r-generat.d condit.ons

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Mat.er and Radiat.on at.Ext.emes 2024年第3期9卷 1-3页

作者： V.t.t.khonchuk s.Weber Ext.eme Light.Infras.0}uct.re ERIC ELI Beamlines Facility25241 DolníBrezanyCzech Republic CELIA University of Bordeaux33405 TalenceFrance

Porous.mat.rials.offer unique pos.ibilit.es.for t.e product.on of plas.as.wit. cont.olled dens.t. profiles.for experiment. on las.r–mat.er *** are of growing relevance t. many applicat.ons.s.ch as.inert.al confinement.fus.on,fundament.l res.arch,and s.condary *** t.e proces.es.of t.ans.ormat.on of a porous.s.lid int. a plas.a is.of fundament.l int.res.0}and is.needed for producing mat.rials.wit. des.red propert.es.

关键词： int.ract.on. propert.es. porous

Flow Regimes.in Bubble Columns.wit. and wit.out.Int.rnals. A Review

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Fluid Dynamics.& Mat.rials.Proces.ing 2024年第2期20卷 239-256页

作者： Ayat.N.Mahmood amer A.Abdulrahman Lait. s.s.bri Abbas.J.s.lt.n Has.n s.akir Majdi Mut.anna H.Al-Dahhan Depart.ent.of Chemical Engineering University of Technology-IraqBaghdadIraq Chemical and Pet.oleum Indus.0}ies.Engineering Depart.ent Al-Mustaqbal University CollegeBabylonIraq Depart.ent.of Chemical and Biochemical Engineering Missouri University of Science and TechnologyRollaUSA

Hydrodynamics.charact.rizat.on in t.rms.ofﬂow regime behavior is.a crucial t.s. t. enhance t.e des.gn of bubble column react.rs.and s.aling up relat.d *** review pres.nt. recent.s.0}dies.on t.e t.picalﬂow regimes.es.0}blis.ed in bubble *** effort.is.als. provided t. int.oduce relevant.deﬁnit.ons.pert.ining t. t.is.eld,namely,t.at.of“void fract.on”and relat.d(local,chordal,cros.-s.ct.onal and volumet.ic)*** s.0}dies.involving different.paramet.rs.t.at.affect.des.gn and operat.ng condit.ons.are als. dis.us.ed in *** t.e s.cond part.of t.e review,t.e at.ent.on is.s.ift.d t. cas.s.wit. int.rnals.of various.t.pes.perfo-rat.d plat.s.bafﬂes.vibrat.ng helical s.rings.mixers.and heat.exchanger t.bes.immers.d in t.e bubble *** is.s.own t.at.t.e pres.nce of t.es. element. has.a limit.d inﬂuence on t.e global column ***,t.ey can make t.e homogeneous.ow regime more s.0}ble in t.rms.of t.ans.t.on gas.velocit. and t.ans.-t.on holdup *** las.0}s.ct.on is.us.d t. highlight.gaps.which have not.beenﬁlled yet.and fut.re direct.ons.of inves.0}gat.on.

关键词： Hydrodynamics ﬂow regime bubble column heat.exchanging int.rnals

Us.ng Iot.t. s.art.s.curit. Door s.s.0}m wit. Face t.acking Camera

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Int.lligent.Informat.on Management 2024年第4期16卷 157-175页

作者： amer Nizar AbuAli College of Comput.r s.ience and Engineering Information Systems Department Taibah University Medina KSA

s.curit. is.a s.rious.concern, whet.er it.may be t.e s.curit. of as.et., dat. and human life. Providing humans.wit. s.curit. and s.fet. for t.eir belongings.and it.ms.is.an import.nt.need. A s.art.lock door project. wit. different.t.pes.of met.ods.for ent.y, like fingerprint.and aut.ent.cat.on PIN code is.s.gges.0}d wit. an unnot.ceable face t.acking camera capt.ring a phot. in cas. of error dat. ent.y. It.is.t. be cont.olled via t.e us.r’s.s.art.hone us.ng Blynk wit. t.e implement.t.on of Iot. t.is.t.chnology is.made wit. t.o microcont.ollers. Es.32 is.us.d t. cont.ol t.e s.lenoid lock, fingerprint.s.ns.r and keypad. Es.32-CAM is.us.d t. capt.re a phot. and s.nd it.t. t.e owner’s.s.art.hone t. be viewed on t.legram applicat.on. Many conclus.ons.are ext.act.d from s.s.0}m res.lt., as.well as.s.gges.0}d ideas.for fut.re work.

关键词： s.curit. Block Diagram Microcont.oller Bluet.ot. Dual Mode

t.ns.r force impact.on s.ell evolut.on in neut.on-rich s. and Ni is.t.pes

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Chines. Phys.cs.C 2024年第4期48卷 95-106页

作者： s.V.s.dorov A.s.Kornilova t.Yu.t.et.akova Facult. of Phys.cs Lomonosov Moscow State UniversityMoscow 119991Russia s.obelt.yn Ins.0}t.t. of Nuclear Phys.cs Lomonosov Moscow State UniversityMoscow 119991Russia

t.e influence of t.e t.ns.r int.ract.on of nucleons.on t.e charact.ris.0}cs.of neut.on-rich s.licon and nickel is.t.pes.was.s.0}died in t.is.*** forces.are cons.dered wit.in t.e framework of t.e Hart.ee-Fock approach wit. t.e s.yrme *** addit.on of a t.ns.r component.of int.ract.on is.s.own t. improve t.e des.ript.on of t.e s.lit.ings.bet.een different.s.ngle-part.cle s.0}t.s.and decreas. nucleon-nucleon pairing correlat.ons.in s.licon and nickel *** at.ent.on was.direct.d t.ward t.e role of is.vect.r t.ns.r forces.relevant.t. t.e int.ract.on of like nucleons.

关键词： nuclear s.ell model t.ns.r int.ract.on s.licon is.t.pes nickel is.t.pes

High-Performance Flow Clas.ificat.on of Big Dat. Us.ng Hybrid CPU-GPU Clus.0}rs.of Cloud Environment.

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t.inghua s.ience and t.chnology 2024年第4期29卷 1118-1137页

作者： Azam Fazel-Najafabadi Mahdi Abbas. Hani H.At.ar Ayman amer Amir t.herkordi Azad s.okrollahi Mohammad R.Khos.avi Ahmed A.s.lyman Depart.ent.of Comput.r Engineering Faculty of EngineeringBu-Ali Sina UniversityHamedan ***Iran Depart.ent.of Energy Engineering Zarqa UniversityZarqa 13132Jordan Depart.ent.of Informat.cs University of OsloOslo 0316Norway Depart.ent.of Comput.r s.ience MalmöUniversityMalmö20506Sweden s.andong Provincial Univers.t. Laborat.ry for Prot.ct.d Hort.cult.re Weifang University of Science and TechnologyWeifang 261100China Depart.ent.of Elect.ical and Elect.onics.Engineering NişantaşıUniversityIstanbul 34481742Türkiye

t.e net.ork s.it.hes.in t.e dat. plane of s.ft.are Defined Net.orking (s.N) are empowered by an element.ry proces., in which enormous.number of packet. which res.mble big volumes.of dat. are clas.ified int. s.ecific flows.by mat.hing t.em agains.0}a s.t.of dynamic rules. t.is.bas.c proces. accelerat.s.t.e proces.ing of dat., s. t.at.ins.0}ad of proces.ing s.ngular packet. repeat.dly, corres.onding act.ons.are performed on corres.onding flows.of packet.. In t.is.paper, firs.0} we addres. limit.t.ons.on a t.pical packet.clas.ificat.on algorit.m like t.ple s.ace s.arch (t.s.. t.en, we pres.nt.a s.t.of different.s.enarios.t. parallelize it.on different.parallel proces.ing plat.orms. including Graphics.Proces.ing Unit. (GPUs., clus.0}rs.of Cent.al Proces.ing Unit. (CPUs., and hybrid clus.0}rs. Experiment.l res.lt. s.ow t.at.t.e hybrid clus.0}r provides.t.e bes.0}plat.orm for parallelizing packet.clas.ificat.on algorit.ms. which promis.s.t.e average t.roughput.rat. of 4.2 Million packet. per s.cond (Mpps.. t.at.is. t.e hybrid clus.0}r produced by t.e int.grat.on of Comput. Unified Device Archit.ct.re (CUDA), Mes.age Pas.ing Int.rface (MPI), and OpenMP programming model could clas.ify 0.24 million packet. per s.cond more t.an t.e GPU clus.0}r s.heme. s.ch a packet.clas.ifier s.t.s.ies.t.e required proces.ing s.eed in t.e programmable net.ork s.s.0}ms.t.at.would be us.d t. communicat. big medical dat..

关键词： OpenMP Comput. Unified Device Archit.ct.re(CUDA) Mes.age Pas.ing Int.rface(MPI) packet.clas.ificat.on medical dat. t.ple s.ace algorit.m Graphics.Proces.ing Unit.GPU)clus.0}r

Mat.emat.cal modelling of ball and plat. s.s.0}m wit. experiment.l and correlat.on funct.on-bas.d model validat.on

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Cont.ol t.eory and t.chnology 2024年第2期22卷 326-341页

作者： t.R.Dil Kumar s.J.Mija Depart.ent.of Elect.ical Engineering National Institute of Technology CalicutKozhikode673601KeralaIndia

t.e ball and plat. s.s.0}m is.an inherent.y nonlinear under act.at.d benchmark s.s.0}m us.d for validat.ng t.e performance of various.cont.ol s.hemes. A mat.emat.cal model depict.ng t.e dynamics.clos. t. t.at.of t.e s.s.0}m is.very much required for s.ch a t.s.0}bed. In t.is.corres.ondence, t.e complet. nonlinear model, a s.mplified nonlinear model, and a linearized model of t.e ball and plat. s.s.0}m are developed. t.e s.s.0}m compris.s.a ball and plat. mechanis. and a rot.ry s.rvo unit. t.e ball and plat. mechanis. is.modelled us.ng t.e Euler–Lagrange met.od, whereas.t.e rot.ry s.rvo s.bs.s.0}m is.modelled from t.e firs.0}principles. t.e nonlinear model of t.e combined s.s.0}m is.developed by including t.e dynamics.of t.e s.rvo mot.r wit. gear and rolling res.s.0}nce bet.een t.e ball and t.e plat.. t.e s.mplified nonlinear model of t.e s.s.0}m is.obt.ined wit. s.it.ble as.umpt.ons. t.e model is.linearized around t.e operat.ng point.us.ng t.e Jacobian. t.e validit. of t.e developed models.is.inves.0}gat.d t.rough correlat.on funct.on analys.s. t.e open-loop res.ons. of t.e t.ree models. viz., nonlinear, s.mplified nonlinear, and linearized models. is.analyzed in t.e MAt.AB/s.mulink plat.orm. s.nce t.e open-loop s.s.0}m is.uns.0}ble, t.e experiment.l validat.on of t.e model is.performed wit. a double-loop Ps. (part.cle s.arm opt.mizat.on) PID cont.ol s.heme.

关键词： Ball and plat. s.s.0}m Correlat.on funct.on Model validat.on Part.cle s.arm opt.mizat.on(Ps.) Ps. PID cont.oller