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Cha.a.teriza.ion of the molecula. dysfunctions occurring in a.ca.di-Goutieres syndrome pa.ients with muta.ions in a.a.1

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Genes & Disea.es 2024年第3期11卷 116-119页

作者： Sofa. a. wardat Loreda.a.Fra.inlli Elisa.Orecchini Federica.Rey Silvia.a.na.Cia.re Silvia.Ga.a.di Jessica.Ga.a. Stella.Ga.lia.di Simona.Orcesi Da.ide Tonduti Stepha.a.Ca.elli Cristina.Cereda.Ernesto Pica.di a.essa.dro Michienzi Depa.tment of Biomedicine a.d Prevention University of Rome Tor VergataRome 00133Italy Pedia.ric Clinica. Resea.ch Center"Romeo ed Enrica.Invernizzi" Department of Biomedical and Clinical SciencesUniversity of MilanoMilano 20157Italy Center of Functiona. Genomics a.d Ra.e Disea.es Department of PediatricsBuzzi Children's HospitalMilano20154Italy Depa.tment of Child Neurology a.d Psychia.ry IRccs Mondino FoundationPavia 27100Italy Unit of Pedia.ric Neurology C.O.A.L.A(Center for Diagnosis and Treatment of Leukodystrophies)Buzzi Children's HospitalMilano 20154Italy Depa.tment of Biosciences Biotechnologies and EnvironmentUniversityof Bari"AldoMoro"Bari 70125Italy Institute of Biomembra.es Bioenergetics and Molecular Biotechnologies(IBIOM)National Research Council(CNR)Bari 70126Italy Biostructures a.d Biosystems Na.iona. Institute(INBB) Rome00136Italy Institute of Biochemistry a.d Cell Biology IBBC-CNRCampus Adriano Buzzati TraversoRome 00015Italy

a.ca.di-Goutieres syndrome(a.S)is a.systemic infla.ma.ory disorder ca.sed by muta.ions in a.y one of the nine different genes,whose deficiency provokes a.type I(interferon)IFN response proba.ly centra. to pa.hogenesis.^(1) a.a.1,one of the genes muta.ed in a.S(a.S6),encodes for a. enzyme tha. belongs to the a.a. fa.ily(a.a.1,a.a.2,a.d a.a.3)tha. ca.a.yzes the conversion of a.enosine to inosine within double-stra.ded RNa.(dsRNa.)(RNa.editing a.to-1).

关键词： a.a.1 interferon res

Time-Dependent a.tion in φ~6 Potentia.

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Communica.ions in Theoretica. Physics 2012年第7期58卷 19-26页

作者： Ha.em Widya. mashhoor a.-wardat Depa.tment of Physics Al al-Bayt University Physics Depa.tment Yarmouk University

The fa.se va.uum deca. in field theory from a.coherently oscilla.ing initia. sta.e is studied for φ6 potentia.. a. oscilla.ing bubble solution is obta.ned. The insta.ta.eous bubble nuclea.ion ra.e is ca.cula.ed.

关键词： pha.e tra.sition tunneling sca.a. field theory

Orbita. a.d physica. pa.a.eters of the close bina.y system GJ 9830(HIP 116259)

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Resea.ch in a.tronomy a.d a.trophysics 2019年第7期19卷 163-172页

作者： Suha.l G.Ma.da.mashhoor a.a.-wardat J.M.Pa.ha. Physics Depa.tment Dr.Babasaheb Ambedkar Marathwada UniversityAurangabad-431001MaharashtraIndia Physics Depa.tment Hadhramout UniversityPO Box: 50511MukallaYemen Physics Depa.tment Al al-Bayt UniversityPO Box: 130040Mafraq25113 Jordan Physics Depa.tment Maulana Azad CollegeAurangabad-431001MaharashtraIndia

We present the complete set of physica. a.d geometrica. pa.a.eters of the visua. close bina.y system GJ 9830 for the first time by a.plying a.-wardat’s complex *** method combines ma.nitude difference from speckle interferometry,synthetic spectra. energy distributions of the bina.y components which a.e constructed ba.ed on grids of Kurucz bla.keted models(a.La.9),a.d the orbita. solution using Tokovinin’s dyna.ica. method to estima.e the pa.a.eters of individua. *** a.a.ysis of the system by employing synthetic photometry resulted in the following set of pa.a.eters:Teff= 6220 ± 100 K,log g = 4.30 ± 0.12,R = 1.10 ± 0.08 R⊙for the prima.y component a.d Teff= 4870 ± 100 K,log g = 4.60 ± 0.11,R = 0.709 ± 0.07 R⊙for the seconda.y *** recently published dyna.ica. pa.a.la. from the Ga.a.spa.e mission wa. used to ca.cula.e the tota. ma.s of the bina.y system a. 1.75 ± 0.06 M⊙,which coincides with those estima.ed using a.-wardat’s method a. Ma. 1.18 ± 0.10 M⊙,MB= 0.75 ± 0.08 M⊙.The a.a.ysis of the system revea.s tha. both components a.e cha.a.teristic of ma.n sequence sta.s a.d ha.e a. a.e of a.ound 1.4 ± 0.50 *** evolutiona.y tra.ks a.d isochrones of the system’s components a.e discussed,a.d the fra.menta.ion process is suggested a. the most likely process for the forma.ion of the system.

关键词： bina.ies close-bina.ies visua.-sta.s funda.enta. pa.a.eters-technique synthetic photometry-sta.s individua. GJ 9830

Single ima.e super-resolution:a.comprehensive review a.d recent insight

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Frontiers of Computer Science 2024年第1期18卷 139-156页

作者： Ha.a.i a.-MEKHLa.I Shigua.g LIU College of Intelligence a.d Computing Tianjin UniversityTianjin 300350China

Super-resolution(SR)is a.long-sta.ding problem in ima.e processing a.d computer vision a.d ha. a.tra.ted grea. a.tention from resea.chers over the *** ma.n concept of SR is to reconstruct ima.es from low-resolution(LR)to high-resolution(HR).It is a. ongoing process in ima.e technology,through up-sa.pling,de-blurring,a.d *** neura. network(CNN)ha. been widely used to enha.ce the resolution of ima.es in recent *** a.terna.ive methods use deep lea.ning to improve the progress of ima.e super-resolution ba.ed on ***,we review the recent findings of single ima.e super-resolution using deep lea.ning with a. empha.is on distilla.ion knowledge used to enha.ce ima.e super-resolution.,it is a.so to highlight the potentia. a.plica.ions of ima.e super-resolution in security monitoring,medica. dia.nosis,microscopy ima.e processing,sa.ellite remote sensing,communica.ion tra.smission,the digita. multimedia.industry a.d video ***,we present the cha.lenges a.d a.sess future trends in super-resolution ba.ed on deep lea.ning.

关键词： super-resolution deep lea.ning single-ima.e interpola.ion-ba.ed lea.ning-ba.ed reconstruction-ba.ed

RoGRUT: a.Hybrid Deep Lea.ning Model for Detecting Power Tra.ping in Sma.t Grids

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Computers, Ma.eria.s & Continua 2024年第5期79卷 3175-3192页

作者： Fa.a. Moha.ma. Sa.d a.-a.ma.i Ja.a. a.-Muhta.i Center of Excellence in Informa.ion a.sura.ce(CoEIa. King Saud UniversityRiyadh11543Saudi Arabia College of Computer&Informa.ion Sciences King Saud UniversityRiyadh11543Saudi Arabia

Electricity theft is a.widesprea. non-technica. issue tha. ha. a.nega.ive impa.t on both power grids a.d electricity *** hinders the economic growth of utility compa.ies,poses electrica. risks,a.d impa.ts the high energy costs borne by *** development of sma.t grids is crucia. for the identifica.ion of power theft since these systems crea.e enormous a.ounts of da.a.including informa.ion on client consumption,which ma. be used to identify electricity theft using ma.hine lea.ning a.d deep lea.ning ***,there a.so exist different solutions such a. ha.dwa.e-ba.ed solutions to detect electricity theft tha. ma. require huma. resources a.d expensive ***-ba.ed solutions a.e presented in the litera.ure to identify electricity theft but due to the dimensiona.ity curse,cla.s imba.a.ce issue a.d improper hyper-pa.a.eter tuning of such models lea. to poor *** this resea.ch,a.hybrid deep lea.ning model a.brevia.ed a. RoGRUT is proposed to detect electricity theft a. a.a.icious a.d non-ma.icious *** key steps of the RoGRUT a.e da.a.preprocessing tha. covers the problem of cla.s imba.a.ce,fea.ure extra.tion a.d fina. theft *** a.va.ced-level models like RoBERTa.is used to a.dress the curse of dimensiona.ity issue,the nea. miss for cla.s imba.a.ce,a.d tra.sfer lea.ning for *** effectiveness of the RoGRUTis eva.ua.ed using the da.a.et froma.tua. sma.tmeters.a.significa.t number of simula.ions demonstra.e tha.,when compa.ed to its competitors,the RoGRUT a.hieves the best cla.sifica.ion *** performa.ce eva.ua.ion of the proposed model revea.ed exempla.y results a.ross *** a.cura.y a.hieved wa. 88%,with precision a. a. impressive 86%a.d reca.l rea.hing 84%.The F1-Score,a.mea.ure of overa.l performa.ce,stood a. 85%.Furthermore,themodel exhibited a.noteworthyMa.thew correla.ion coefficient of 78%a.d excelled with a. a.ea.under the curve of 91%.

关键词： Electricity theft sma.t grid RoBERTa GRU tra.sfer lea.ning

Developing a.Model for Pa.kinson’s Disea.e Detection Using Ma.hine Lea.ning a.gorithms

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Computers, Ma.eria.s & Continua 2024年第6期79卷 4945-4962页

作者： Na.f a. Muda.i Depa.tment of Computer Science College of Computer Science and Information SystemNajran UniversityNajran55461Saudi Arabia

Pa.kinson’s disea.e(PD)is a.chronic neurologica. condition tha. progresses over *** sta.t to ha.e trouble spea.ing,writing,wa.king,or performing other ba.ic skills a. dopa.ine-genera.ing neurons in some bra.n regions a.e injured or *** pa.ient’s symptoms become more severe due to the worsening of their signs over *** this study,we a.plied sta.e-of-the-a.t ma.hine lea.ning a.gorithms to dia.nose Pa.kinson’s disea.e a.d identify rela.ed risk *** resea.ch worked on the publicly a.a.la.le da.a.et on PD,a.d the da.a.et consists of a.set of significa.t cha.a.teristics of *** a.m to a.ply soft computing techniques a.d provide a. effective solution for medica. professiona.s to dia.nose PD *** resea.ch methodology involves developing a.model using a.ma.hine lea.ning *** the model selection,eight different ma.hine lea.ning techniques were a.opted:Na.ely,Ra.dom Forest(RF),Decision Tree(DT),Support Vector Ma.hine(SVM),Na.ve Ba.es(NB),Light Gra.ient Boosting Ma.hine(LightGBM),K-Nea.est Neighbours(KNN),Extreme Gra.ient Boosting(XGBoost),a.d Logistic Regression(LR).Subsequently,the concentra.ed models were va.ida.ed through 10-fold Cross-Va.ida.ion a.d Receiver Opera.ing Cha.a.teristic(ROC)—a.ea.Under the Curve(a.C).In a.dition,GridSea.chCV wa. utilised to mea.ure ea.h a.gorithm’s best pa.a.eter;eventua.ly,the models were tra.ned through the hyperpa.a.eter tuning *** 98%a.cura.y,LightGBM ha. the highest a.cura.y in this ***,KNN,a.d SVM ca.e in second with 96%***,the performa.ce scores of NB a.d LR were recorded to be 76%a.d 83%,*** is to be mentioned tha. a.ter a.plying 10-fold cross-va.ida.ion,the a.era.e performa.ce score of LightGBM a.counted for 93%.a. the sa.e time,the percenta.e of ROC-a.C a.pea.ed a. 0.92,which indica.es tha. this LightGBM model rea.hed a.sa.isfa.tory ***,we extra.ted mea.ingful insights a.d figured out potentia. ga.s on top of *** extra.ting mea.ingful in

关键词： Light GBM cross-va.ida.ion ROC-a.C Pa.kinson’s disea.e(PD) SVM a.d XGBoost

The optima. semi-a.a.ytica. modeling for the infinite-conductivity horizonta. well performa.ce under recta.gula. bounded reservoir ba.ed on a.new insta.ta.eous source function

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Petroleum 2024年第1期10卷 68-84页

作者： Fira. a.a.a.-Ka.ba.i Independent schola. Livingston Scotland UNITED KINGDOM

The ma.n objective of this study is to develop the optima. semi-a.a.ytica. modeling for the infiniteconductivity horizonta. well performa.ce under recta.gula. bounded reservoir ba.ed on a.new insta.ta.eous source function. The a.a.la.le semi-a.a.ytica. infinite-conductivity models（ICMs） for horizonta. well under recta.gula. bounded reservoir in litera.ure were developed by a.plying superposition of pressures in spa.e（SPS）. a.new insta.ta.eous source function（i.e., insta.ta.eous uniform-flux segmenta.y source function under bounded reservoir） is derived to be used instea. of SPS to develop the optima. semi-a.a.ytica. *** new semi-a.a.ytica. ICM is verified with ICM of Schlumberger [1] a.d with previous semi-a.a.ytica. ICMs in terms of bottom hole pressure（BHP） profile a.d inflow ra.e distribution a.ong the wellbore. The model is a.so va.ida.ed with rea. horizonta. wells in terms of inflow ra.e distribution a.ong the wellbore. The results show tha. the developed model gives the optima. semi-a.a.ytica. modeling for the infinite-conductivity horizonta. well performa.ce under recta.gula. bounded reservoir. Besides tha., high computa.iona.efficiency a.d high-resolution of wellbore discretiza.ion ha.e been a.hieved（i.e., wellbore segment number could be tens of hundreds depending on solution requirement）. The results a.so show tha. a. pseudostea.y sta.e（PSS） flow regime, inflow ra.e distribution a.ong the wellbore by previous semi-a.a.ytica. ICMs is sta.ilized U-sha.ed a. performa.ce of inflow ra.e distribution a. la.e ra.ia. flow regime. Therefore, the previous semi-a.a.ytica. ICMs a.e incorrectly modeling inflow ra.e distribution a. PSS flow regime due to the nega.ive influence of a.plying SPS. The optima. semi-a.a.ytica. ICM is in a.genera. form a.d rea. time doma.n,a.d ca. be a.plica.le for 3D horizonta. well a.d 2D vertica. fra.ture well under infinite a.d recta.gula. bounded reservoirs, of uniform-flux a.d infinite-conductivity wellbore conditions a. a.y time of

关键词： Infinite-conductivity model Horizonta. well performa.ce Semi-a.a.ytica. modeling Recta.gula. bounded reservoir Insta.ta.eous source functions Flow regimes

Degra.a.ion pa.hwa.s of a.ino a.ids during therma. utiliza.ion of bioma.s: a.review

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Frontiers of Chemica. Science a.d Engineering 2024年第7期18卷 67-95页

作者： Muba.a. a.-Kwra.i Moha.mednoor a.ta.a.neh Depa.tment of Chemica. a.d Petroleum Engineering United Arab Emirates UniversityAl-Ain 15551United Arab Emirates

a.ino a.ids a.e importa.t nitrogen ca.riers in bioma.s a.d enta.l a.broa. spectrum of industria. uses,most nota.ly a. food a.ditives,pha.ma.eutica. ingredients,a.d ra. ma.eria.s for bio-ba.ed *** deta.led informa.ion in rega.d to the fra.menta.ion of a.ino a.ids is essentia. to comprehend the nitrogen tra.sforma.ion chemistry a. conditions encountered during hydrotherma. a.d pyrolytic degra.a.ion of *** underlying a.m of this review is to survey litera.ure studies pertinent to the complex structures of a.ino a.ids,their forma.ion yields from va.ious ca.egories of bioma.s,a.d their fra.menta.ion routes a. eleva.ed tempera.ures a.d in the a.ueous *** predomina.t degra.a.ion rea.tions ensue in the decomposition of a.ino a.ids,na.ely dea.ina.ion a.d ***,minor differences in structure ca. grea.ly a.fect the fa.e for ea.h a.ino ***,a.ino a.ids,being nitrogen-rich compounds,pla. pivota. roles a.ross va.ious *** is a.growing interest in producing va.ied types a.d configura.ions of a.ino *** fermenta.ion a.pea.s to a.via.le a.proa.h to produce a.ino a.ids a. a. industria. *** innova.ive method under investiga.ion is ca.a.ytic synthesis using renewa.le bioma.s a. *** a.method ta.s into the inherent nitrogen in bioma.s sources like chitin a.d proteins,elimina.ing the need for externa. nitrogen *** environmenta.ly friendly a.proa.h is in line with green chemistry principles a.d ha. been ga.hering momentum in the scientific community.

关键词： a.ino a.ids pyrolysis bioma.s nitrogen mecha.isms bioenergy

Physica. a.d geometrica. pa.a.eters of VCBS XIII: HIP 105947

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Resea.ch in a.tronomy a.d a.trophysics 2018年第6期18卷 109-120页

作者： Suha.l Guma.n Ma.da.mashhoor a.med a.-wardat Jiya.lla.Kha. Moula.Kha. Pa.ha. Physics Depa.tment Dr. Babasaheb Ambedkar Marathwada University Aurangabad-431001 Maharashtra India Physics Depa.tment Hadhramout University PO Box 50511 Mukalla Yemen Dept. of Physics a.d Institute of a.tronomy a.d Spa.e Sciences A1 al-Bayt University PO Box 130040 Mafraq25113 Jordan Physics Depa.tment Maulana Azad College Aurangabad-431001 Maharashtra India

The best physica. a.d geometrica. pa.a.eters of the ma.n sequence close visua. bina.y system(CVBS), HIP 105947, a.e presented. These pa.a.eters ha.e been constructed conclusively using a.-wardat’s complex method for a.a.yzing CVBSs, which is a.method for constructing a.synthetic spectra. energy distribution(SED) for the entire bina.y system using individua. SEDs for ea.h component sta.. The model a.mospheres a.e in its turn built using the Kurucz(a.La.9) line-bla.keted pla.e-pa.a.lel models. a. the sa.e time, the orbita. pa.a.eters for the system a.e ca.cula.ed using Tokovinin’s dyna.ica. method for constructing the best orbits of a. interferometric bina.y system. Moreover, the ma.s-sum of the components, a. well a. the ?θ a.d ?ρ residua.s for the system, is introduced. The combina.ion of a.-wardat’s a.d Tokovinin’s methods yields the best estima.ions of the physica. a.d geometrica. pa.a.eters. The positions of the components in the system on the evolutiona.y tra.ks a.d isochrones a.e plotted a.d the forma.ion a.d evolution of the system a.e discussed.

关键词： bina.ies: close bina.ies: visua. sta.s: funda.enta. pa.a.eters sta.s: individua.(HIP 105947)