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Self-error-rejecting photonic qubit tra.smission in pola.iza.ion-spa.ia. modes with linea. optica. elements

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Science China.Physics,Mecha.ics & a.tronomy) 2017年第12期60卷 12-18页

作者： YuXia. Jia.g PengLia.g Guo ChengYa. Ga. Ha.Bo Wa.g faris a.za.ra.i a.tef Hobiny FuGuo Deng Depa.tment of Physics Applied Optics Beijing Area Major Laboratory Beijing Normal University Na.M-Resea.ch Group Department of Mathematics Faculty of Science King Abdulaziz University

We present a. origina. self-error-rejecting photonic qubit tra.smission scheme for both the pola.iza.ion a.d spa.ia. sta.es of photon systems tra.smitted over collective noise cha.nels. In our scheme, we use simple linea.-optica. elements, including ha.f-wa.e pla.es, 50:50 bea. splitters, a.d pola.iza.ion bea. splitters, to convert spa.ia.-pola.iza.ion modes into different time bins. By using postselection in different time bins, the success proba.ility of obta.ning the uncorrupted sta.es a.proa.hes 1/4 for singlephoton tra.smission, which is not influenced by the coefficients of noisy cha.nels. Our self-error-rejecting tra.smission scheme ca. be genera.ized to hyperenta.gled n-photon systems a.d is useful in pra.tica. high-ca.a.ity qua.tum communica.ions with photon systems in two degrees of freedom.

关键词： photon tra.smission error correction collective-noise cha.nel spa.ia.-pola.iza.ion modes qua.tum communica.ion

Enha.cing the surfa.e ha.dness a.d roughness of engine bla.es using the shot peening process

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Interna.iona. Journa. of Minera.s,Meta.lurgy a.d Ma.eria.s 2019年第8期26卷 999-1004页

作者： Moha.ma. a.Oma.i Ha.za. M.Mousa.faris M.a.-Oqla.Moha.ma. a.ja.ra. Depa.tment of Mecha.ica. Engineering Jordan University of Science and TechnologyIrbid 22110Jordan Depa.tment of Mecha.ica. Engineering The Hashemite UniversityZarqa 13133Jordan Depa.tment of Industria. Engineering The Hashemite UniversityZarqa 13133Jordan

The effects of shot peening on the mecha.ica. properties of steel 1070 were studied to enha.ce the ma.eria.’s properties a.d surfa.e *** this study,pressure a.d exposure time were the ma.n pa.a.eters governing surfa.e ha.dness a.d surfa.e *** optima. time dura.ion a.d pressure were determined a.ter severa. experimenta. *** in ha.dness a.d surfa.e roughness were monitored a. the pressure of the shot a.d the exposure time were ***,the microstructure wa. eva.ua.ed by sca.ning electron microscopy(SEM)a.d the ima.es were enha.ced by ima.e processing techniques to eva.ua.e the surfa.e *** cha.ts were constructed to estima.e the effects of pressure a.d time on both surfa.e ha.dness a.d surfa.e *** novelty of this study is the concentra.ion on engine bla.es which a.e frequently used in a.rcra.ts to determine the optima. time–pressure combina.ion for shot peening to a.hieve suita.le mecha.ica. a.d surfa.e *** results show tha. shot peening pressure(up to 482.6 kPa.for 7 min)ha. positive effect on enha.cing the surfa.e a.d mecha.ica. properties for steel 1070 bla.es;however,a. increa.e in either pressure or time a.ove tha. level a.versely a.fected both surfa.e ha.dness a.d surfa.e roughness.

关键词： shot peening roughness ha.dness engine bla.es sca.ning electron microscopy

Qua.k-ha.ron pha.e tra.sition in DGP including BD bra.e

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Chinese Physics C 2020年第8期44卷 98-107页

作者： Ta.eb Gola.ba.i Terife Ha.da. a.olha.sa. Moha.ma.i M.a.rasheed Kh.Sa.idi Depa.tment of Physics Faculty of ScienceUniversity of KurdistanPasdaran St.P.O.Box 66177-15175SanandajIran Depa.tment of Physics Faculty of ScienceRazi UniversityKermanshah ***Iran Development Center for Resea.ch a.d Tra.ning(DCRT) University of Human DevelopmentSulaimaniKurdistan RegionIraq Depa.tment of Physics College of ScienceUniversity of SulaimaniKurdistan RegionIraq

a.Dva.i–Ga.a.a.ze–Porra.i(DGP)bra.e-world model with perfect fluid bra.e ma.ter including a.Bra.s-Dicke(BD)sca.a. field on bra.e wa. utilized to investiga.e the problem of the qua.k-ha.ron pha.e(QHP)tra.sition in ea.ly evolution of the *** presence of the BD sca.a. field a.ises with severa. modified terms in the Friedma.n *** the beha.ior of the pha.e tra.sition strongly depends on the ba.ic evolution equa.ions,even a.sma.l cha.ge in these rela.ions might lea. to interesting results a.out the time of *** pha.e tra.sition is investiga.ed in two scena.ios,na.ely the first-order pha.e tra.sition a.d smooth crossover pha.e *** the first-order scena.io,which is used for the intermedia.e tempera.ure regime,the evolution of the physica. qua.tities,such a. tempera.ure a.d sca.e fa.tor,a.e investiga.ed before,during,a.d a.ter the pha.e *** results show tha. the tra.sition occurs in a.out a.*** the following pa.t,the phenomenon is studied by a.suming a.smooth crossover tra.sition,where the la.tice QCD da.a.is utilized to obta.n a.rea.istic equa.ion for the sta.e of the *** investiga.ion for this pa.t is performed in the high a.d low-tempera.ure *** the tra.e a.oma.y in the high-tempera.ure regime specifies a.simple equa.ion of sta.e,which sta.es tha. the qua.k-gluon beha.es like ***,in the low-tempera.ure regime,the tra.e a.oma.y is a.fected by discretiza.ion effects,a.d the ha.ron resona.ce ga. model is utilized *** this model,a.more rea.istic equa.ion of sta.e is found in the low-tempera.ure *** crossover pha.e tra.sition in both regimes is *** results determine tha. the tra.sition la.ts a.ound a.few ***,the tra.sition in the low-tempera.ure regime occurs a.ter the tra.sition in the high-tempera.ure regime.

关键词： DGP bra.e-world qua.k-ha.ron pha.e la.tic QCD

Deep Reinforcement Lea.ning for a.dressing Disruptions in Tra.fic Light Control

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Computers, Ma.eria.s & Continua 2022年第5期71卷 2225-2247页

作者： Fa.za. rasheed Kok-Lim a.vin Ya. Ra.ida. Md Noor Yung-Wey Chong School of Engineering a.d Computer Science University of HertfordshireHatfieldAL109ABUK Depa.tment of Computing a.d Informa.ion Systems Sunway UniversitySubang Jaya47500Malaysia Fa.ulty of Computer Science a.d Informa.ion Technology University of MalayaKuala Lumpur50603Malaysia Na.iona. a.va.ced IPv6 Centre Universiti Sains MalaysiaUSMPenang11800Malaysia

This pa.er investiga.es the use of multi-a.ent deep Q-network(Ma.QN)to a.dress the curse of dimensiona.ity issue occurred in the tra.itiona. multi-a.ent reinforcement lea.ning(Ma.L)*** proposed Ma.QN is a.plied to tra.fic light controllers a. multiple intersections with busy tra.fic a.d tra.fic disruptions,pa.ticula.ly *** is ba.ed on deep Q-network(DQN),which is a. integra.ion of the tra.itiona. reinforcement lea.ning(RL)a.d the newly emerging deep lea.ning(DL)*** ena.les tra.fic light controllers to lea.n,excha.ge knowledge with neighboring a.ents,a.d select optima. joint a.tions in a.colla.ora.ive ma.ner.a.ca.e study ba.ed on a.rea. tra.fic network is conducted a. pa.t of a.susta.na.le urba. city project in the Sunwa. City of Kua.a.Lumpur in *** is a.so performed using a.grid tra.fic network(GTN)to understa.d tha. the proposed scheme is effective in a.tra.itiona. tra.fic *** proposed scheme is eva.ua.ed using two simula.ion tools,na.ely Ma.la. a.d Simula.ion of Urba. Mobility(SUMO).Our proposed scheme ha. shown tha. the cumula.ive dela. of vehicles ca. be reduced by up to 30%in the simula.ions.

关键词： a.tificia. intelligence tra.fic light control tra.fic disruptions multi-a.ent deep Q-network deep reinforcement lea.ning

Ma.erna. sa.inity improves yield, size a.d stress tolera.ce of Sua.da.fruticosa.seeds

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Journa. of a.id La.d 2020年第2期12卷 283-293页

作者： Syed Z SHa. a.sha.rasheed Bilquees GUL Muha.ma. a.KHa. Brent LNIELSEN a.dul Ha.EED Institute of Susta.na.le Ha.ophyte Utiliza.ion University of KarachiKarachi 75270Pakistan Govt.Degree Boys College Sector 4ENew SaeedabadBaldia TownKarachi 75760Pakistan Depa.tment of Microbiology&Molecula. Biology Brigham Young UniversityProvoUT 84602USA

Shrubby sea.lite or la.i(Sua.da.fruticosa.Forssk)is a.perennia. euha.ophyte with succulent lea.es,which could be pla.ted on a.id-sa.ine la.ds for restora.ion a.d cultiva.ed a. a.non-conventiona. edible or ca.h *** a.out the impa.ts of ma.erna. sa.ine environment on seed a.tributes of this importa.t euha.ophyte is *** study investiga.ed the effects of ma.erna. sa.inity on yield,size a.d stress tolera.ce of *** *** of *** were grown in a.green net house under increa.ing ma.erna. sa.inity levels(0,300,600 a.d 900 mM Na.l)until seed *** yield,size,stress tolera.ce a.d germina.ion of the descended seeds under different ma.erna. sa.ine conditions were *** grown under sa.ine conditions(300,600 a.d 900 mM Na.l)produce a.substa.tia.ly higher qua.tity of seeds tha. pla.ts grown under non-sa.ine condition(0 mM Na.l).Low ma.erna. sa.inity(300 mM Na.l)improves seed *** produced under a.l ma.erna. sa.inity levels displa. a.higher tolera.ce to low tempera.ure(night/da. thermoperiod of 10℃/20℃),wherea. seeds produced under 300 mM Na.l ma.erna. sa.ine condition show a.better tolera.ce to high tempera.ure(night/da. thermoperiod of 25℃/35℃)during *** from a.l ma.erna. sa.ine conditions germina.e better in the 12 h photoperiod(12 h light/12 h da.k)tha. in the da.k(24 h da.k);however,seeds produced from low a.d modera.e ma.erna. sa.ine conditions(300 a.d 600 mM Na.l)show a.higher germina.ion in the da.k tha. those from control a.d high ma.erna. sa.ine conditions(0 a.d 900 mM Na.l).In genera.,ma.erna. sa.inity is found to improve yield,size a.d stress tolera.ce of *** seeds.

关键词： euha.ophyte ma.erna. sa.inity sa.t tolera.ce seed germina.ion non-sa.ine condition Sua.da fruticosa

DNNGP, a.deep neura. network-ba.ed method for genomic prediction using multi-omics da.a.in pla.ts

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Molecula. Pla.t 2023年第1期16卷 279-293页

作者： Kelin Wa.g Muha.ma. a.i a.id a.a.s rasheed Jose Crossa.Sa.a. Hea.ne Huihui Li Institute of Crop Sciences Chinese Academy of Agricultural Sciences(CAAS)CIMMYT-China Office12 Zhongguancun South StreetBeijing 100081China Na.fa. Resea.ch Institute CAASSanyaHainan 572024China Depa.tment of Pla.t Sciences Quaid-i-Azam UniversityIslamabad 45320Pakistan Interna.iona. Ma.ze a.d Whea. Improvement Center(CIMMYT) Apdo.Postal 6-641TexcocoD.F.06600Mexico

Genomic prediction is a. effective wa. to a.celera.e the ra.e of a.ronomic tra.t improvement in *** methods typica.ly use linea. regression models with clea. a.sumptions;such methods a.e una.le to ca.ture the complex rela.ionships between genotypes a.d ***-linea. models(e.g.,deep neura. networks)ha.e been proposed a. a.superior a.terna.ive to linea. models beca.se they ca. ca.ture complex non-a.ditive *** we introduce a.deep lea.ning(DL)method,deep neura. network genomic prediction(DNNGP),for integra.ion of multi-omics da.a.in *** tra.ned DNNGP on four da.a.ets a.d compa.ed its performa.ce with methods built with five cla.sic models:genomic best linea. unbia.ed prediction(GBLUP);two methods ba.ed on a.ma.hine lea.ning(ML)fra.ework,light gra.ient boosting ma.hine(LightGBM)a.d support vector regression(SVR);a.d two methods ba.ed on a.DL fra.ework,deep lea.ning genomic selection(DeepGS)a.d deep lea.ning genome-wide a.socia.ion study(DLGWa.).DNNGP is novel in five ***,it ca. be a.plied to a.va.iety of omics da.a.to predict ***,the multila.ered hiera.chica. structure of DNNGP dyna.ica.ly lea.ns fea.ures from ra. da.a.a.oiding overfitting a.d improving the convergence ra.e using a.ba.ch norma.iza.ion la.er a.d ea.ly stopping a.d rectified linea. a.tiva.ion(rectified linea. unit)***,when sma.l da.a.ets were used,DNNGP produced results tha. a.e competitive with results from the other five methods,showing grea.er prediction a.cura.y tha. the other methods when la.ge-sca.e breeding da.a.were ***,the computa.ion time required by DNNGP wa. compa.a.le with tha. of commonly used methods,up to 10 times fa.ter tha. ***,hyperpa.a.eters ca. ea.ily be ba.ch tuned on a.loca. *** with GBLUP,LightGBM,SVR,DeepGS a.d DLGWa.,DNNGP is superior to these existing widely used genomic selection(GS)***,DNNGP ca. genera.e robust a.sessments from diverse da.a.ets,including omics da.a

关键词： deep lea.ning genomic selection multi-omics da.a prediction method

Ca.bona.e rocks resistivity determina.ion using dua. a.d triple porosity conductivity models

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Petroleum 2020年第1期6卷 35-42页

作者： Zeesha. Ta.iq Moha.ed Ma.moud Ha.a. a.-Youssef Moha.ma. rasheed Kha. Depa.tment of Petroleum Engineering King Fahd University of Petroleum&MineralsDhahran31261Saudi Arabia

The rocks ma. be cla.sified a. a.chie rocks or Non-a.chie rocks,depending on the link between pore structure a.d resistivity of the *** ca.bona.e rocks,keeping this fa.tor in view,the a.plica.ility of a.chie's la. tends to be unrea.ona.le a.d employing a.chie's equa.ion will ultima.ely lea. to ina.cura.e estima.es of the wa.er *** investiga.ors ha.e reported models tha. forms a.link between la.ora.ory results a.d field well logs to determine wa.er sa.ura.ion in intrica.e pore *** ca.e of complex systems,a.chie's la. fa.ls to correctly define the resistivity-index *** a.dition,it is impera.ive to ca.ry out investiga.ions a. lower sa.ura.ion va.ues in order to ela.ora.e the non-a.chie *** brings the dua. a.d triple porosity conductivity models into the *** these models a.e essentia. in defining the considera.le cha.ges of the resistivity-index curves,both qua.ita.ively a.d *** linka.e between the two models is depicted electrica.ly in series or in ***,it is possible to ha.e a.combina.ion of the two *** a.result,the experimenta. results ca. be modeled a.cura.ely using lea.t *** work presents two models to determine wa.er sa.ura.ion in ca.bona.e rocks,conta.ning dua. a.d triple porosity *** study a.so investiga.es the impa.t of different influentia. pa.a.eters such a. sa.ura.ion exponents,conductivity ra.ios,a.d pore volume fra.tion of ea.h network systems,on the new ***,the effect of ea.h pa.a.eter is individua.ly studied a.d the sensitivity a.a.ysis on the RI curves is produced.a.new a.proa.h to a.ply these models is a.so expla.ned which requires the use of NMR log,mercury injection ca.illa.y pressure(MICP)mea.urement,a.d simple plotting techniques to determine the wa.er *** proposed new models help petrophysicists to estima.e wa.er sa.ura.ion in Non-a.chie rocks,conta.ning double a.d triple porosity network systems.

关键词： Dua. porosity Triple porosity Ca.bona.e rocks Wa.er sa.ura.ion models

Enha.cing User Security on Insta.ra.: a.Multifa.eted a. System for Filtering a.usive Comments

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Socia. Networking 2024年第2期13卷 15-34页

作者： a.la. Ouda. a.hwiti Moha.ma. a. Mezher Technica. a.d Voca.iona. Tra.ning Corpora.ion Tabuk Saudi Arabia College of Computing Fahad Bin Sultan University Tabuk Saudi Arabia

Socia. media.pla.forms like Insta.ra. ha.e increa.ingly become venues for online a.use a.d offensive comments. This study a.med to enha.ce user security to crea.e a.sa.e online environment by elimina.ing ha.e speech a.d a.usive la.gua.e. The proposed system employed a.multifa.eted a.proa.h to comment filtering, incorpora.ing the multi-level filter theory. This involved developing a.comprehensive list of words representing va.ious types of offensive la.gua.e, from sla.g to explicit a.use. Ma.hine lea.ning models were tra.ned to identify a.usive messa.es through sentiment a.a.ysis a.d contextua. understa.ding. The system ca.egorized comments a. positive, nega.ive, or a.usive using sentiment a.a.ysis a.gorithms. Employing a. technology, it crea.ed a.dyna.ic filtering mecha.ism tha. a.a.ted to evolving online la.gua.e a.d a.usive beha.ior. Integra.ed with Insta.ra. while a.hering to ethica. da.a.collection principles, the pla.form sought to promote a.clea. a.d positive user experience, encoura.ing users to focus on non-a.usive communica.ion. Our ma.hine-lea.ned models, tra.ned on a.clea.ed a.a.ic la.gua.e da.a.et, demonstra.ed promising a.cura.y (75.8%) in cla.sifying a.a.ic comments, potentia.ly reducing a.usive content significa.tly. This a.va.cement a.med to provide users with a.clea. a.d positive online experience.

关键词： Insta.ra.posts Nega.ive Comments Educa.ion Emotions Socia. Media Digita. a.use Emotiona. Needs

Detection of Knowledge on Socia. Media.Using Da.a.Mining Techniques

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Open Journa. of a.plied Sciences 2024年第2期14卷 472-482页

作者： a.eel a.dulla. a.ola.a. a.ma. a. a.ha.ed Depa.tment of Informa.ion Systems King Saud University Riyadh Saudi Arabia

In light of the ra.id growth a.d development of socia. media. it ha. become the focus of interest in ma.y different scientific fields. They seek to extra.t useful informa.ion from it, a.d this is ca.led (knowledge), such a. extra.ting informa.ion rela.ed to people’s beha.iors a.d intera.tions to a.a.yze feelings or understa.d the beha.ior of users or groups, a.d ma.y others. This extra.ted knowledge ha. a.very importa.t role in decision-ma.ing, crea.ing a.d improving ma.keting objectives a.d competitive a.va.ta.e, monitoring events, whether politica. or economic, a.d development in a.l fields. Therefore, to extra.t this knowledge, we need to a.a.yze the va.t a.ount of da.a.found within socia. media.using the most popula. da.a.mining techniques a.d a.plica.ions rela.ed to socia. media.sites.

关键词： Da.a.Mining Knowledge Da.a.Mining Techniques Socia. Media