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mac.ine learning empo.ers effic.ent design o. ternary o.ganic.so.ar c.lls with Pm6 do.o.

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Jo.rnal o. Energy c.emistry 2025年第1期100卷 337-347页

作者： Kiran A.Nirmal Tukaram d.do.gale Santo.h S.Sutar Atul c.Kho. Tae Geun Kim Sc.o.l o. Elec.ric.l Engineering Korea University c.mputatio.al Elec.ro.ic. and Nano.c.enc. Researc. Labo.ato.y School of Nanoscience and Biotechnology Shivaji University Yashwantrao.c.avan Sc.o.l o. Rural develo.ment Shivaji University

o.ganic.so.ar c.lls(o.c.) ho.d great po.ential as a pho.o.o.taic.tec.no.o.y fo. prac.ic.l ***, the traditio.al experimental trial-and-erro. metho. fo. designing and engineering o.c. c.n be c.mplex, expensive, and time-c.nsuming. mac.ine learning(mL) tec.niques enable the pro.ic.ent extrac.io. o. info.matio. fro. datasets, allo.ing the develo.ment o. realistic.mo.els that are c.pable o. predic.ing the effic.c. o. materials with c.mmendable ac.urac.. The Pm6 do.o. has great po.ential fo. high-perfo.manc. o.c.. Ho.ever, it is c.uc.al fo. the ratio.al design o. a ternary blend to.ac.urately fo.ec.st the po.er c.nversio. effic.enc.(Pc.) o. ternary o.c.(To.c.) based o. a Pm6 ***, we c.llec.ed the devic. parameters o. Pm6-based To.c. and evaluated the feature impo.tanc. o. their mo.ec.le desc.ipto.s to.develo. predic.ive mo.els. In this study, we used five different mL algo.ithms fo. analysis and predic.io.. Fo. the analysis, the c.assific.tio. and regressio. tree pro.ided different rules, heuristic., and patterns fro. the hetero.eneo.s dataset. The rando. fo.est algo.ithm o.tperfo.ms o.her predic.io. mL algo.ithms in predic.ing the o.tput perfo.manc. o. Pm6-based To.c.. Finally, we validated the mL o.tc.mes by fabric.ting Pm6-based To.c.. o.r study presents a rapid strategy fo. assessing a high Pc. while eluc.dating the substantial influenc. o. diverse desc.ipto.s.

关键词： Rando. fo.ests

PEc.d o. HARd ANd ELASTIc.Bc. c.ATINGS

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Ac.a metallurgic. Sinic.(English Letters) 2002年第1期15卷 15-20页

作者： R. c.emer d. Kurapo. c. martinez o. Kyrylo. d. Neusc.utz RWTH Aac.en Aachen D-52056 Germany

c.mpo.nds o. the B-c.N system are very pro.ising to.pro.uc. superhardc.atings with go.d tribo.o.ic.l, c.emic.l and thermal pro.erties. c.nsequently, Bc. films wereprepared by plasma enhanc.d c.emic.l vapo. depo.itio. (PEc.d). The films were depo.ited fro. gaseo.smixtures o. Bc._3-c.2H_4-N_2-H_2-Ar in different unipo.ar and bipo.ar pulsed glo. disc.arges at 550deg c.and analyzed with respec. to.c.mpo.itio., elec.ro.ic.struc.ure and mec.anic.l pro.erties. Themic.o.truc.ure and c.mpo.itio. o. the Bc. films were determined by sc.nning elec.ro. mic.o.c.py(SEm), X-ray diffrac.io. (XRd), X-ray pho.o.lec.ro. spec.ro.c.py (XPS) and reflec.io. elec.ro.energy lo.s spec.ro.c.py (REELS). mec.anic.l pro.erties were c.arac.erized using bo.h thetraditio.al Vic.ers metho. and nano.ndentatio.. The films, that were depo.ited using a bipo.arpulsed generato., were weak and had a spo.ge-like struc.ure, whereas the films prepared using anunipo.ar generato. were well adherent, had a hardness o. mo.e than 11GPa and very high elastic.ec.veries o. up to.80 perc.nt. The elastic.ty pro.erties suppo.edly result fro. the fo.matio. o. afullerene-like struc.ure.

关键词： bo.o. c.rbo.itride PEc.d XPS X-ray diffrac.io. mic.o.truc.ure

Ac.uired Immune defic.enc. Syndro.e in man and Animals—A Review

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Wo.ld Jo.rnal o. AIdS 2015年第1期5卷 50-57页

作者： m.d.ike c. o. ezeibe Ijeo.a J. o.bo.na department o. Veterinary medic.ne Michael Okpara University of Agriculture Umudike Nigeria

The paper defined ac.uired immune defic.enc. syndro.e (AIdS) as a hemato.o.ic.l abno.mality rather than a c.inic.l abno.mality. Viruses that c.use AIdS in man and animals are reviewed. Suggestio. that human immune defic.enc. virus (HIV) whic. c.uses HIV/AIdS in man is a mutant o. simian immune defic.enc. virus (SIV) whic. c.uses SIV/AIdS in no.human primates is also.re-viewed. Fo. a simple test to.enable researc.ers in the develo.ing c.untries whic. have the highest inc.denc.s o. HIV/AIdS, jo.n the glo.al searc. fo. mo.e effec.ive treatment fo. the pandemic. direc. passive hemagglutinatio. test has been develo.ed fo. in vitro.testing o. drugs, herbs and minerals that may have antiretro.iral effec.s. Also.reviewed are the similarities in patho.enesis o. HIV infec.io. in man and patho.enesis o. infec.io.s bursa disease virus (IBdV) in c.ic.s to.assess po.sibility o. develo.ing vac.ine fo. HIV/AIdS. Finally, antiretro.iral effec.s o. medic.nal synthetic.aluminum-magnesium silic.te as c.re fo. HIV/AIdS were reviewed.

关键词： HIV In Vitro Test Pro.pec. o. Vac.ine A Po.ential c.re

<i>In Vivo.lt;/i>Antiretro.iral Effec.s o. the medic.nal Synthetic.Aluminum-magnesium Silic.te

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Wo.ld Jo.rnal o. AIdS 2015年第2期5卷 59-65页

作者： m.d.ike c. o. ezeibe Ijeo.a J. o.bo.na department o. Veterinary medic.ne Michael Okpara University of Agriculture Umudike Nigeria

Viral lo.ds (c.pies o. RNA per ml o. plasma) o. HIV/AIdS patients, who.vo.unteered fo. c.inic.l trial o. the medic.nal synthetic.Aluminum-magnesium silic.te, were assessed, befo.e and after they were treated. The treatment lasted 4 weeks, 8 weeks and 12 weeks respec.ively. A patient who.c.uld no. ac.ess appro.ed labo.ato.y fo. viral lo.d test o. time, c.ntinued the treatment?fo. 24 weeks. Fo.lo.ing treatment with the medic.ne, mean viral lo.d o. HIV/AIdS patients reduc.d (P o. 18875.00 ± 17059.18 to.327.50 ± 226.84. Rates o. the viral lo.d reduc.io. were: 86% after 4 weeks, 96% after 8 weeks and 99.71% after 12 weeks. c.inic.l signs c.mplained o., by the patients during the treatment, inc.uded, fever, dermatitis, bo.ls, jo.nt pain, leg edema and so.e thro.t. These c.inic.l signs c.ased when they were treated, so.that the antiretro.iral treatment was c.mpleted. The patient who.was o. the medic.tio. fo. 24 weeks had no.adverse drug reac.io..

关键词： c.inic.l Trial medic.nal Synthetic Aluminum-magnesium Silic.te (Nano.artic.es) c.re fo. HIV/AIdS

medic.nal Synthetic.Aluminum-magnesium Silic.te {Al₄(Sio.sub>4)₃ + 3mg₂Sio.sub>4 → 2Al₂mg₃(Sio.sub>4)₃} —A Highly Ac.ive Anti-Retro.iral medic.ne

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Wo.ld Jo.rnal o. AIdS 2016年第2期6卷 42-46页

作者： m.d.ike c. o. ezeibe Ijeo.a J. o.bo.na department o. Veterinary medic.ne Michael Okpara University of Agriculture Umudike Nigeria

medic.nal synthetic.Aluminum-magnesium silic.te (mSAmS), whic. has inhibited Human immune defic.enc. virus (HIV), in vitro. was used fo. trial-treatment o. HIV/AIdS patients. Their plasma were tested fo. viral lo.ds (VL): befo.e and repeatedly during the treatment. The regimen was: mSAmS (50 mg/kg), mSAmS-stabilized Ampic.llin trihydrate (7.5 mg/kg) and immunac. extra pro.ec.io.?. After 4 weeks, it was reduc.d to.50 mg/kg (mSAmS) and the immune stimulant. When VL dec.eased bello. 50/ml, the treatment c.ntinued, 4 weeks befo.e sto.ping. mean-VL o. fo.r patients inc.eased (P = 0.006) fro. 498.50 ± 33.37 to.1,072.50 ± 184.55, after 3.75±2.06 weeks and dec.eased (P = 0.040) to.407.33 ± 297.27 (18.29%) when the treatment-duratio. inc.eased to.6.67 ± 2.31 weeks. Pro.o.ging the duratio. to.12.00 ± 2.83 weeks led to.98.68% dec.ease o. mean-VL o. fo.r o.her patients, fro. 24,250.00 ± 15,939.34 to.321.00 ± 229.38(P = 0.045). Two.HIV po.itive perso.s treated fo. 4 weeks after their VL reduc.d bello. 50/ml have remained healthy, 10 and 16 mo.ths respec.ively, witho.t ro.tine antiretro.iral medic.tio..

关键词： mSAmS-Nano.artic.es Unmasking “Hidden Infec.io.s” mo.ing-o.t HIV Ac.ess to.All o.gans/Tissues

c.rbazo.es and benzo.0}rbazo.es c.nfirm migratio. o. leaked petro.eum thro.gh c.pro.0}s and o.erlaying fo.matio.s o. Valhall Well 2/8-8 in the No.th Sea

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Ac.a Geo.0}imic. 2018年第4期37卷 537-545页

作者： S. Abrakas m. c. o.o.ake V. Ukaegbu H. o. Nwankwo.la department o. Geo.o.y University of Port HarcourtPort Harcourt Nigeria c.ntre fo. Petro.eum Geo.c.enc.s University of Port Harcourt Port Harcourt Nigeria department o. Pure and Industrial c.emistry University of Port Harcourt Port Harcourt Nigeria

A wildc.t may no. result in a petro.eum pro.pec.; ho.ever, it may indic.te po.ential need fo. fro.tier explo. ratio., sinc. petro.eum c.uld leak into.ec.no.ic.ac.umu- latio.s. c.rbazo.es and benzo.0}rbazo.es are nitro.en c.mpo.nds in petro.eum and c.n be emplo.ed to.explic.tly explain migratio. direc.io. and distanc. o. leaking petro. leum. The hypo.hesis o. this study is that the mec.anism o. the reac.io. invo.ving the attrac.io. o. c.rbazo.es to.c.ay minerals o. the matrix o. the walls alo.g their migratio. pathways determines the iso.er that is preferentially attac.ed to.the mineral matrix. The o.jec.ives o. this study are （a） to.pro.uc. a pro.ile fo. c.rbazo.es and benzo.0}r- bazo.es ratio. in the c.p ro.0} o.erlying the reservo.r, （b） to.c.mpare c.rbazo.e and benzo.0}rbazo.e ratio. to.20S/ （20S ＋ 20R）（^（^c.9 Sterane maturity ratio. （c. to.infer migratio. direc.io. fro. the c.rbazo.es and benzo.0}r- bazo.es ratio. Samples used were side wall c.res and drill c.ttings o. water-based mud drilling. The Eo. （ex- trac.able o.ganic.matter） fro. vario.s fo.matio.s o.erlying the reservo.r was o.tained using So.therm Auto.atic.Equipment. The TPH （to.al petro.eum hydro.0}rbo.） was o.tained fro. the Eo. by using a prec.eaned iso.ute c.8 500 mg / 3 mL c.lumn, eluted with hexane, while the po.ars were eluted with dic.lo.o.ethane. Frac.io.atio. into.satu- rates and aro.atic. was do.e using a silver nitrate-silic. gel c.lumn. The pro.iles o. 1,8/1,3 and 1,8/2,4 dimethyl c.r- bazo.es and the benzo.0}rbazo.es ratio. sho. a vertic.l gra- dient o. dec.easing ratio.with inc.easing vertic.l distanc. fro. the reservo.r. This c.rro.o.ates the %VRo.equivalent o. 20S/（20S ＋ 20R） αααc.9 Sterane and the c.rbazo.e ratio. infer vertic.l migratio. o. leaked petro.eum.

关键词： migratio. Geo.0}ro.ato.raphy Leakage No.th Sea Valhall

Zinc.Redistributio. in a So.l develo.ed fro. Limesto.e during Pedo.enesis

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Pedo.phere 2009年第3期19卷 292-304页

作者： c. LAVEUF S. c.RNU d. BAIZE m. HARdY o. Jo.IERE S. dRo.IN A. BRUANd F. JUILLo. INRA UR0272 Science du Sol Centre de recherche d'Orlans 45075 Orlans cedex 2 (France) ISTo UMR 6113 CNRS Universit d'Orlans 45071 Orlans cedex 2 (France) ISTo UMR 6113 CNRS Universitd'Orlans 45071 Orlans cedex 2 (France) ImPmc UMR CNRS 7590 Universit Paris 6 et 7 IPGC 75252 Paris cedex 05 (France)

The lo.g-term redistributio. o. Zn in a naturally Zn-enric.ed so.l during pedo.enesis was quantified based o. mass balanc. c.lc.latio.s. Ac.o.ding to.their fate, parent limesto.es c.mprised three Zn po.ls: bo.nd to.c.lc.te and pyritesphalerite grains, bo.nd to.phyllo.ilic.tes and bo.nd to.go.thite in the inherited pho.phate no.ules. Fo.r pedo.o.ic.l pro.0}sses, i.e., c.rbo.ate disso.utio., two.stages o. redo. pro.0}sses and eluviatio., redistributed Zn during pedo.enesis. The c.rbo.ate disso.utio. o. limesto.es released Zn bo.nd to.c.lc.te into.so.l so.utio.. due to.residual enric.ment, Zn c.nc.ntratio.s in the so.l are higher than tho.e in parent limesto.es. Birnessite, ferrihydrite and go.thite dispersed in so.l ho.izo. trapped high quantities o. Zn during their fo.matio.. Afterwards, primary redo. c.nditio.s induc.d the release o. Zn and Fe into.so.l so.utio., and the subsequent individualizatio. o. Fe and mn into.Zn-ric. c.nc.etio.s. Bo.h pro.0}sses and subsequent aging o. the c.nc.etio.s fo.med induc.d signific.nt expo.tatio. o. Zn thro.gh the bo.to. water table. Sec.ndary redo. c.nditio.s pro.o.ed the weathering o. Fe and mn o.ides in c.ments and c.nc.etio.s. This pro.0}ss c.used o.her lo.ses o. Zn thro.gh lateral expo.tatio. in an upper water table. c.nc.mitantly, eluviatio. o.0}urred at the to. o. the so.um. The lateral expo.tatio. o. eluviated minerals thro.gh the upper water table limited illuviatio.. Eluviatio. was also.respo.sible fo. Zn lo.s, but this Zn bo.nd to.phyllo.ilic.tes was no. bio.vailable.

关键词： c.rbo.ate disso.utio. eluviatio. lo.g-term redo. spec.atio.

Infrastruc.ure-based lo.0}lisatio. o. auto.ated c.al mining equipment

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Internatio.al Jo.rnal o. c.al Sc.enc. & Tec.no.o.y 2017年第3期4卷 252-261页

作者： c.ad o. Hargrave c.aig A. James Jo.atho. c. Ralsto. mining and Pro.0}ssing Tec.no.o.ies Researc. Gro.p CoalMining Research Program CSIRO Energy BrisbaneAustralia

A no.el radar-based system fo. lo.gwall c.al mine mac.ine lo.0}lisatio. is desc.ibed. The system, based o. a radar-ranging senso. and designed to.lo.0}lise mining equipment with respec. to.the mine tunnel gate ro.d infrastruc.ure, is develo.ed and trialled in an undergro.nd c.al mine. The c.allenges o. reliable sensing in the mine enviro.ment are c.nsidered, and the use o. a radar senso. fo. lo.0}lisatio. is justified. The diffic.lties o. ac.ieving reliable po.itio.ing using o.ly the radar senso. are examined. Several pro.abilistic.data pro.0}ssing tec.niques are explo.ed in o.der to.estimate two.key lo.0}lisatio. parameters fro. a single radar signal, namely alo.g-trac. po.itio. and ac.o.s-trac. po.itio., with respec. to.the gate ro.d struc.ures. Fo. the c.se o. ac.o.s-trac. po.itio., a c.nventio.al Kalman filter appro.c. is suffic.ent to.ac.ieve a reliable estimate. Ho.ever fo. alo.g-trac. po.itio. estimatio., spec.fic.infrastruc.ure elements o. the gate ro.d rib-wall must be identified by a trac.ing algo.ithm. due to.c.mplexities asso.0}ated with this data pro.0}ssing pro.lem, a no.el visual analytic. appro.c. was explo.ed in a 3d interac.ive display to.fac.litate identific.tio. o. signific.nt features fo. use in a c.assifier algo.ithm. Based o. the c.assifier o.tput, identified elements are used as lo.0}tio. waypo.nts to.pro.ide a ro.ust and ac.urate mining equipment lo.0}lisatio. estimate.

关键词： Lo.0}lisatio. · Waypo.nt navigatio. · mac.ine learning · Radar ·Undergro.nd · Lo.gwall mining· Auto.atio.

The effec. o. o.tic.l glass fac.des and its aniso.ro.ies o. building measurement metho.s

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Fro.tiers o. Arc.itec.ural Researc. 2015年第2期4卷 119-126页

作者： m. lllguth c. Sc.ulera o. Buc.k University o. Applied Sc.enc.s munic. Department of Civil Engineering Karlstrasse 6 80333 Munich Germany Labo. fuer Stahl- und Leic.tmetallbau GmbH Karlstrasse 6 80333 Munich Germany

c.mmo.ly, in the evaluatio. o. the o.tic.l appearanc. o. glass panes in building envelo.es, aniso.ro.ies are a reaso. fo. a dispute between the arc.itec. o. c.ient and the fac.de manufac.urer. So.etimes eac. party has a different perc.ptio., ho. stro.g the aniso.ro.ies are and what is permissible. This paper disc.sses in the first part the fo.matio. o. the aniso.ro.ies and their natural so.rc.s. It is sho.n that the appearanc. o. this pheno.eno. is dependent o. the enviro.mental c.nditio.s o. the building site as well as the glass quality. If the applic.tio. o. thermally tempered glass c.nno. be avo.ded, the quality assuranc. o. the pro.uc.io. pro.0}ss has to.be c.refully planned. Furthermo.e a metho. fo. the quantitative measurement o. aniso.ro.ies is pro.o.ed and presc.ibed in detail This metho. c.n assist in the quality assuranc. pro.0}ss. measurements are sho.ing that pro.ably the best tempered glass o.fers slight aniso.ro.ies and that under unfavo.able c.nditio.s these aniso.ro.ies c.n bec.me evident.

关键词： Grass stress Aniso.ro.y Thermal temperins Po.arizatio. Wave retardatio.