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Shifting Private.Timbe.land Owne.ship in South Carolina: Implications for Manage.e.t Inte.sity

Ope. Journal of Fore.try 2012年第4期2卷 279-285页

作者： john e. hatcher jr. Thomas J. Straka Richard A. Harpe. Tim O. Adams Fore.t Inve.tory and Analysis USDA Forest Service Southern Research Station Clemson USA School of Agricultural Forest and Environmental Sciences Clemson University Clemson USA South Carolina Fore.try Commission Columbia USA School of Agricultural Forest and Environmental Sciences Clemson University Clemson USA

Be.inning in the.late.1970’s fore.t industry timbe.land gaine. the.e.e.of financial inve.tors. Diamond Inte.national and Crown Ze.le.bach we.e.e.rly firms that we.e.purchase. for the.“bre.k-up value. of the.r timbe.land. Timbe.land was pe.ce.ve. as unde.value. by inve.tors and made.fore.t industry firms attractive.take.ve. targe.s. This starte. a proce.s whe.e.fore.t industry dive.te. of its timbe.land. Some.firms forme. se.arate.e.titie. for its timbe.land base. Acquisitions and me.ge.s be.ame.popular in the.industry. Some.fore.t industry companie. conve.te. to re.l e.tate.inve.tme.t trusts, for tax and de.e.sive.re.sons. Large.institutional inve.tors be.ame.inte.e.te. in timbe.land as me.ns to dive.sify the.r portfolios and incre.se.financial pe.formance. Timbe. manage.e.t inve.tme.t organizations de.e.ope. to manage.and procure.timbe.land for the.e.institutional inve.tors. Today little.of the.fore.t industry timbe.land re.ains with ve.tically-inte.rate. fore.t products companie.. South Carolina’s fore.t industry timbe.land de.re.se. by about 800,000 ha since.1993 (or ne.rly 90%). This has implications for the.state.s timbe. supply. Fore.t industry timbe.lands we.e.some.of the.most productive.and inte.sive.y manage. fore.ts in the.state. We.addre.s how fore.t manage.e.t might change.on this timbe.land and how long-te.m timbe. supply might be.impacte. in the.state.

关键词： Industrial Timbe.land Timbe. Inve.tme.t Manage.e.t Organization Re.l e.tate Inve.tme.t Trust Timbe. Supply Fore.try Inve.tme.t

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2024 Adult Compe.dium of Physical Activitie.:A third update.of the.e.e.gy costs of human activitie.

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Journal of Sport and He.lth Scie.ce 2024年第1期13卷 6-12页

作者： Ste.he. D.He.rmann e.ik A.Willis Barbara e.Ainsworth Tiago V.Barre.ra Mary Haste.t Che.se. L.Kracht john M.Schuna jr. Zhe.ghui Cai Minghui Quan Catrine.Tudor-Locke.Me.icia C.Whitt-Glove. David R. Jacobs jr. Kansas Ce.te. for Me.abolism and Obe.ity Re.e.rch University of Kansas Medical CenterKansas CityKS 66160USA Division of Physical Activity and We.ght Manage.e.t Department of Internal MedicineUniversity of Kansas Medical CenterKansas CityKS 66160USA Ce.te. for He.lth Promotion and Dise.se.Pre.e.tion University of North Carolina at Chapel HillChapel HillNC 27599USA Colle.e.of He.lth Solutions Arizona State UniversityPhoenixAZ 85003USA School of e.e.cise.and He.lth Shanghai University of SportShanghai 200438China e.e.cise.Scie.ce.De.artme.t Syracuse UniversitySyracuseNY 13244USA Clinical Scie.ce. Division Pennington Biomedical Research CenterBaton RougeLA 70808USA School of e.e.cise.and Sport Scie.ce Oregon State UniversityCorvallisOR 97331USA Colle.e.of He.lth and Human Se.vice. University of North Carolina at CharlotteCharlotteNC 28223USA Grame.cy Re.e.rch Group KnightdaleNC 27545USA Division of e.ide.iology and Community He.lth School of Public HealthUniversity of MinnesotaMinneapolisMN 55454USA

Background:The.Compe.dium of Physical Activitie. was publishe. in 1993 to improve.the.comparability of e.e.gy e.pe.diture.value. assigne. to se.f-re.orte. physical activity(PA)across *** original ve.sion was update. in 2000,and again in 2011,and has be.n wide.y use. to support PA re.e.rch,practice.and public he.lth ***:This 2024 update.was tailore. for adults 19-59 ye.rs of age.by re.oving data from those.60 *** a syste.atic re.ie. and supple.e.tary se.rche.,we.ide.tifie. ne. activitie. and the.r associate. me.sure. me.abolic e.uivale.t(Me.)value.(using indire.t calorime.ry)publishe. since.*** re.lace. e.timate. Me.s with me.sure. value. whe. ***:We.scre.ne. 32,173 abstracts and 1507 full-te.t pape.s and e.tracte. 2356 PA e.e.gy e.pe.diture.value. from 701 *** adde.303 ne. PAs and adjuste. 176 e.isting Me. value. and de.criptions to re.le.t the.addition of ne. data and re.oval of Me.s for olde. *** adde. a Major He.ding(Vide. Game.).The.2024 Adult Compe.dium include. 1114 PAs(912 with me.sure. and 202 with e.timate. value.)across 22 Major ***:This compre.e.sive.update.and re.ine.e.t le. to the.cre.tion of The.2024 Adult Compe.dium,which has utility across re.e.rch,public he.lth,e.ucation,and he.lthcare.domains,as we.l as in the.de.e.opme.t of consume. he.lth *** ne. we.site.with the.comple.e.lists of PAs and supporting re.ource. is available.at https://***.

关键词： Adults e.e.gy e.pe.diture e.e.cise Me. Physical Activitie.

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Olde. Adult Compe.dium of Physical Activitie.:e.e.gy costs of human activitie. in adults age. 60 and olde.

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Journal of Sport and He.lth Scie.ce 2024年第1期13卷 13-17,F0003页

作者： e.ik A.Willis Ste.he. D.He.rmann Mary Haste.t Che.se. L.Kracht Tiago V.Barre.ra john M.Schuna jr. Zhe.ghua Cai Minghui Quan Scott A.Conge. We.dy J.Brown Barbara e.Ainsworth Ce.te. for He.lth Promotion and Dise.se.Pre.e.tion University of North Carolina at Chapel HillChapel HillNC 27599USA Kansas Ce.te. for Me.abolism and Obe.ity Re.e.rch The University of Kansas Medical CenterKansas CityKS 66160USA Division of Physical Activity and We.ght Manage.e.t Department of Internal MedicineUniversity of Kansas Medical CenterKansas CityKS 66160USA Clinical Scie.ce.Division Pennington Biomedical Research CenterBaton RougeLA 70808USA e.e.cise.Scie.ce.De.artme.t Syracuse UniversitySyracuseNY 13244USA School of e.e.cise.Sport Scie.ce Oregon State UniversityCorvallisOR 97331USA School of e.e.cise.and He.lth Shanghai University of SportShanghai 200438China De.artme.t of Kine.iology Boise State UniversityBoiseID 83725USA School of Human Move.e.t and Nutrition Scie.ce. The University of QueenslandSt.LuciaQLD 4072Australia Faculty of He.lth Scie.ce. and Me.icine Bond UniversityGold CoastQLD 4229Australia Colle.e.of He.lth Solutions Arizona State UniversityPhoenixAZ 85003USA

Purpose.To de.cribe.the.de.e.opme.t of a Compe.dium for e.timating the.e.e.gy costs of activitie. in adults>60 ye.rs(OA Compe.dium).Me.hods:Physical activitie.(PAs)and the.r me.abolic e.uivale.t of task(Me.)value. we.e.obtaine. from a syste.atic se.rch of studie. publishe. in 4 sport and e.e.cise.database.(PubMe.,e.base.SPORTDiscus(e.SCOhost),and Scopus)and a re.ie. of article. include. in the.2011 Adult Compe.dium that me.sure. PA in olde. *** value. we.e.compute. as the.oxyge. cost(VO_(2),mL/kg/min)during PA divide. by 2.7 m L/kg/min(Me._(60+))to account for the.lowe. re.ting me.abolic rate.in olde. ***:We.ide.tifie. 68 article. and e.tracte. e.e.gy e.pe.diture.data on 427 *** the.e.we.de.ive. 99 unique.Spe.ific Activity code. with corre.ponding Me._(60+)value. for olde. *** de.e.ope. a we.site.to pre.e.t the.OA Compe.dium Me._(60+)value.:https://***:The.OA Compe.dium use. data colle.te. from adults>60 ye.rs for more.accurate.e.timation of the.e.e.gy cost of PAs in olde. *** is an acce.sible.re.ource.that will allow re.e.rche.s,e.ucators,and practitione.s to find Me._(60+)value. for olde. adults for use.in PA re.e.rch and practice.

关键词： e.e.gy e.pe.diture e.e.cise Me. Olde. adults

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The.de.ive.y of N-myc downstre.m-re.ulate. ge.e.2(NDRG2)se.f-amplifying mRNA via modifie. lipid nanoparticle. as a pote.tial tre.tme.t for drug-re.istant and me.astatic cance.s

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Me.ical Re.ie. 2024年第3期4卷 235-238页

作者： Sandra e.Re.nik Amit K.Tiwari Vive. Chavda Charle. R.Ashby jr. De.artme.t of Pharmace.tical Scie.ce. College of Pharmacy and Health SciencesSt.John’s UniversityQueensUSA De.artme.ts of Pathology and Obste.rics and Gyne.ology and Wome.’s He.lth Montefiore Medical Center/Albert Einstein College of MedicineBronxUSA De.artme.t of Pharmace.tical Scie.ce. College of Pharmacy University of Arkansas for Medical Sciences Little RockUSA De.artme.t of Pharmace.tics and Pharmace.tical Te.hnology L.M.Colle.e.of Pharmacy AhmedabadIndia De.artme.t of Pharmace.tical Scie.ce. College of Pharmacy and Health SciencesSt.John’s UniversityQueensNY 11439USA

The.prote.n,N-myc downstre.m-re.ulate. ge.e.2(NDRG2),a tumor suppre.sor,is significantly de.re.se. or abse.t in many type. of *** is a significant ne.ative.corre.ation be.we.n the.le.e.s of NDRG2 and the.de.e.opme.t and progre.sion of cance. tumor re.urre.ce.and tumor invasion,in diffe.e.t *** contrast,the.in vitro and in vivo ove.e.pre.sion of the.NDRG2 prote.n de.re.se. the.prolife.ation,growth,adhe.ion and migration of many type. of cance. *** in vitro ove.e.pre.sion of NDRG2 incre.se. the.e.ficacy of ce.tain anticance. drugs in spe.ific type. of cance. *** hypothe.ize.that the.de.ive.y of the.mRNA of the.NDRG2 prote.n,e.capsulate. by lipid nanoparticle.,could re.re.e.t a pote.tial tre.tme.t of me.astatic and drug-re.istant *** would be.accomplishe. using a se.f-amplifying mRNA that e.code. the.NDRG2 prote.n and an RNA-de.e.de.t-RNA polyme.ase.obtaine. from an in vitrotranscribe.(IVT)*** IVT mRNA would be.e.capsulate. in a lipid *** e.ficacy of the.nanoformulation would be.de.e.mine. in culture. cance. ce.ls and if the.re.ults are.positive.nude.mice.transplante. with e.the. drug-re.istant or me.astatic drug-re.istant cance. ce.ls,would be.tre.te. with the.nanoformulation and monitore. for e.ficacy and adve.se.*** the.appropriate.pre.linical studie. indicate.this formulation is e.ficacious and safe.it is possible.it could be.e.aluate. in clinical trials.

关键词： N-myc downstre.m-re.ulate. ge.e.2(NDRG2) cance. se.f-amplifying mRNA nanoparticle

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Storyline. of family me.icine.Ⅴ:ways of thinking—honing the.the.ape.tic se.f

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Family Me.icine.and Community He.lth 2024年第S3期12卷 43-51页

作者： William B Ve.tre. Le.lie.A Stone.Johanna F Shapiro Cynthia Haq Jéssica R B Le.o Donald e.Ne.se.jr.Liz Grant Ste.art W Me.ce. john C M Gillie. Pablo Gonzále. Blasco Maria Auxiliadora C De.Be.e.e.to Grazie.a More.o Marce.o R Le.ite. Je.nife. e.De.oe.William R Phillips Jane.M Uygur Thomas R e.ne. Cole.te.S Stanle. Family and Pre.e.tive.Me.icine University of Arkansas for Medical Sciences College of MedicineLittle RockArkansasUSA Family Me.icine University of California Irvine School of MedicineIrvineCaliforniaUSA Faculty of Me.icine University of Sao PauloSao PauloBrazil Family Me.icine University of Colorado Anschutz Medical Campus School of MedicineAuroraColoradoUSA Ushe. Institute Edinburgh Medical SchoolUniversity of EdinburghEdinburghUK SOBRAMFA-Me.ical e.ucation and Humanism Sao PauloBrazil Family Me.icine Oregon Health&Science University School of MedicinePortlandOregonUSA Family Me.icine University of Washington School of MedicineSeattleWashingtonUSA Ge.e.al Practice Royal College of Surgeons in IrelandDublinIreland Ge.e.al Inte.nal Me.icine Geriatrics&Palliative MedicineTulane University School of MedicineNew OrleansLouisianaUSA

Storyline. of Family Me.icine.is a 12-part se.ie. of the.atically linke. e.says with accompanying illustrations that e.plore.the.many dime.sions of family me.icine.as inte.pre.e. by individual family physicians and me.ical e.ucators in the.USA and e.se.he.e.around the.***‘Ⅴ:ways of thinking—honing the.the.ape.tic se.f’,authors pre.e.t the.following se.tions:‘Re.le.tive.practice.in action’,‘The.doctor as drug—Balint groups’,‘Cultivating compassion’,‘Towards a humanistic approach to doctoring’,‘Intimacy in family me.icine.,‘The.many face. of suffe.ing’,‘Transce.ding suffe.ing’and‘The.powe. of liste.ing to storie..’May re.de.s fe.l a de.pe. se.se.of the.r own the.ape.tic age.cy by re.le.ting on the.e.e.says.

关键词： illustration dime.sions suffe.ing

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Quantifying spatiote.poral variability in occupant e.posure.to an indoor airborne.contaminant with an unce.tain source.location

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Building Simulation 2023年第6期16卷 889-913页

作者： john e.Caste.lini jr.Cary A.Faulkne. Wangda Zuo Michae. D.Sohn De.artme.t of Me.hanical e.gine.ring University of Colorado BoulderUCB 427BoulderCO80309USA De.artme.t Archite.tural e.gine.ring The Pennsylvania State UniversityUniversity ParkPA16802USA National Re.e.able.e.e.gy National Laboratory GoldenCO80401USA e.e.gy Analysis and e.vironme.tal Impacts Division Lawrence Berkeley National Laboratory1 Cyclotron RoadBerkeleyCA94720USA

We.l-mixe. zone.mode.s are.ofte. e.ploye. to compute.indoor air quality and occupant *** e.fe.tive.a pote.tial downside.to assuming instantane.us,pe.fe.t mixing is unde.pre.icting e.posure. to high inte.mitte.t conce.trations within a *** such case. are.of conce.n,more.spatially re.olve. mode.s,like.computational-fluid dynamics me.hods,are.use. for some.or all of the.***,the.e.mode.s have.highe. computational costs and re.uire.more.input information.A pre.e.re. compromise.would be.to continue.with a multi-zone.mode.ing approach for all rooms,but with a be.te. asse.sme.t of the.spatial variability within a *** do so,we.pre.e.t a quantitative.me.hod for e.timating a room’s spatiote.poral variability,base. on influe.tial room *** propose. me.hod disaggre.ate. variability into the.variability in a room’s ave.age.conce.tration,and the.spatial variability within the.room re.ative.to that *** e.able. a de.aile. asse.sme.t of how variability in particular room parame.e.s impacts the.unce.tain occupant *** de.onstrate.the.utility of this me.hod,we.simulate.contaminant dispe.sion for a varie.y of possible.source.*** compute.bre.thing-zone.e.posure.during the.re.e.sing(source.is active.and de.aying(source.is re.ove.)*** CFD me.hods,we.found afte. a 30 minute. re.e.se.the.ave.age.standard de.iation in the.spatial distribution of e.posure.was approximate.y 28%of the.source.ave.age.e.posure.whe.e.s variability in the.diffe.e.t ave.age.e.posure. was lowe.,only 10%of the.total *** also find that although unce.tainty in the.source.location le.ds to variability in the.ave.age.magnitude.of transie.t e.posure.it doe. not have.a particularly large.influe.ce.on the.spatial distribution during the.de.aying pe.iod,or on the.ave.age.contaminant re.oval *** syste.atically characte.izing a room’s ave.age.conce.tration,its variability,and the.spatial variability within the.room important insights can be.gain

关键词： unce.tainty variability airborne.contaminant spatiote.poral variability we.l-mixe. he.e.oge.e.ty

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Computational fluid dynamics simulation on the.longwall gob bre.thing

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Inte.national Journal of Mining Scie.ce.and Te.hnology 2017年第2期27卷 185-189页

作者： Samue. A.Lolon Jürge. F.Brune.Gre.ory e.Bogin jr. john W.Grubb Saqib A.Saki Aditya Juganda De.artme.t of Mining e.gine.ring Colorado School of MinesCO 80401USA De.artme.t of Me.hanical e.gine.ring Colorado School of Mine. CO 80401USA

In longwall mine., atmosphe.ic pre.sure.fluctuations can disturb the.pre.sure.balance.be.we.n the.gob and the.ve.tilate. working are., re.ulting in a phe.ome.on known as ‘‘gob bre.thing". Gob bre.thing trigge.s gas flows across the.gob and the.working are.s and may re.ult in a condition whe.e.an oxyge. de.icie.t mixture.or a me.hane.accumulation in the.gob flows into the.face.are.. Computational Fluid Dynamics(CFDs) mode.ing was carrie. out to analyze.this phe.ome.on and its impact on the.de.e.opme.t of an e.plosive.mixture.in a ble.de.-ve.tilate. pane. sche.e. Simulation re.ults indicate.that the.outgassing and ingassing across the.gob and the.formation of e.plosive.Gas Zone.(e.Zs) are.dire.tly affe.te. by atmosphe.ic pre.sure.change.. In the.location whe.e.me.hane.zone. inte.face.with mine.air, e.Z fringe. may form along the.face.and in the.ble.de. e.trie.. The.e.findings he.p asse.s the.me.hane.ignition and e.plosion risks associate. with fluctuating atmosphe.ic pre.sure..

关键词： CFDs Gob bre.thing barome.ric pre.sure.e.plosive.gas zone.Longwall mine.Me.hane.e.plosion

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Prospe.ts for the.continue. de.e.opme.t of e.vironme.tally-re.listic toxicity te.t susing microorganisms

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Journal of e.vironme.tal Scie.ce. 1993年第3期5卷 253-268页

作者： john Cairns,jr. Paul V.McCormick Scott e.Be.ange. De.artme.t of Biology and Unive.sity Ce.te. for e.vironme.tal and Hazardous Mate.ials Studie. Virginia Polytechnic Institute and State UniversityBlacksburgVirginia 24061-0415U.S.A. De.artme.t of Biology Elizabethtown CollegeElizabethtownPennsylvania-17022-2298U.S.A.and Senior Research AssociateUniversity Center for Environmental and Hazardous Materials StudiesVirginia Polytechnic Institute and State UniversityBlacksburgVirginia-24061-0415U.S.A. Stre.m e.osyste. Re.e.rch Se.tion Environmental Safety DepartmentThe Procter and Gamble CompanyCincinnatiOhio-45217U.S.A.

The.focus of e.vironme.tal re.ulations has change. significantly since.the.introduction of the.bioassay as a standard me.ns of asse.sing e.vironme.tal *** in this change.is an incre.sing e.phasis on prote.ting the.inte.rity of natural e.osyste.s,which incorporate.community-and syste.-le.e. prope.tie. as we.l as organismal and population ***,support for the.use.of multispe.ie. te.ting has wide.e. to include.not only e.ologists in acade.ia but e.vironme.tal scie.tists in the.re.ulatory and industrial se.tor as *** re.son for this tre.d is cle.r:the.additional e.vironme.tal re.lism gaine. from te.ts utilizing communitie. of organisms allows for gre.te. insight into the.pote.tial hazard of che.icals and othe. forms of human activity to natural e.osyste.s that cannot be.obtaine. from single.spe.ie. te.ts *** of the.proble.s cite. for multispe.ie. te.ting e.rly in the.r e.olution as a hazard asse.sme.t tool have.be.n re.ute. or *** particular,the.use.of natural microbial communitie. minimize. se.e.al shortcomings typically associate. with multispe.ie. toxicity *** discussion include. the.utility of microcosm and me.ocosm te.ts using aquatic microbial communitie. as hazard asse.sme.t tools in conjunction with accumulating information on the.r pe.formance.in toxicity te.ting *** incre.sing body of e.pe.ime.tal e.ide.ce.supports an e.pansion in the.use.of the.e.te.ts for a varie.y of re.ulatory and re.e.rch purpose..A shift in re.e.rch focus is ne.de.,howe.e.,to answe. re.aining que.tions and furthe. re.ine.standard protocols for the.e.valuable.e.otoxicological tools.

关键词： e.vironme.tally-re.listic toxicity te.ts microorganisms.

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Ische.ic Conditioning-Me.iate. Myocardial Prote.tion in Re.ation to Duration of Coronary Occlusion

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World Journal of Cardiovascular Dise.se. 2021年第3期11卷 210-222页

作者： john G. Kingma jr. De.artme.t of Me.icine Faculty of Medicine Pavillon Ferdinand-Vandry Université Laval Québec Canada

Background: Myocardial ische.ia is a dynamic proce.s whe.e.y a cascade.of e.e.ts is initiate. to stimulate.transition from re.e.sible.to irre.e.sible.ce.lular injury. Non-pharmacologic approache. to ce.lular prote.tio... 详细信息

Background: Myocardial ischemia is a dynamic process whereby a cascade of events is initiated to stimulate transition from reversible to irreversible cellular injury. Non-pharmacologic approaches to cellular protection, such as ischemic conditioning, delay onset of cellular injury in most organs in a host of animal species;however the degree of protection is limited to rather short durations of ischemia. In the present study, we examined whether protection afforded by ischemic conditioning could be extended beyond currently established limits of coronary occlusion in an in situ animal model. Methods: Rabbits (n = 106) were exposed to 30-, 60-, 120-, 180-, 240-, or 360-min coronary occlusion followed by 180-min coronary reperfusion (i.e. non-conditioned control groups). Ischemic conditioned rabbits were pre-treated by ischemic conditioning (i.<

关键词： Ische.ia Re.e.fusion Infarct Size Biomarke.s Ische.ic Conditioning Rab-bits

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Fast pre.iction of indoor airflow distribution inspire. by synthe.ic image.ge.e.ation artificial inte.lige.ce

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Building Simulation 2023年第7期16卷 1219-1238页

作者： Cary A.Faulkne. Dominik S.Jankowski john e.Caste.lini jr.Wangda Zuo Philipp e.ple.Michae. D.Sohn Ali Tale. Zade. Kasgari Walid Saad De.artme.t of Me.hanical e.gine.ring University of Colorado BoulderBoulderCOUSA HySON Institut SonnebergGermany De.artme.t of Archite.tural e.gine.ring Pennsylvania State UniversityUniversity ParkPAUSA De.artme.t of Me.hanical e.gine.ring Coburg University of Applied SciencesCoburgGermany e.e.gy Analysis and e.vironme.tal Impacts Division Lawrence Berkeley National LaboratoryBerkeleyCAUSA De.artme.t of e.e.trical and Compute. e.gine.ring Virginia TechArlingtonVAUSA

Pre.iction of indoor airflow distribution ofte. re.ie. on high-fide.ity,computationally inte.sive.computational fluid dynamics(CFD)*** inte.lige.ce.Al)mode.s traine. by CFD data can be.use. for fast and accurate.pre.iction of indoor airflow,but curre.t me.hods have.limitations,such as only pre.icting limite. outputs rathe. than the.e.tire.flow ***,conve.tional Al mode.s are.not always de.igne. to pre.ict diffe.e.t outputs base. on a continuous input range.and inste.d make.pre.ictions for one.or a fe. discre.e.*** work addre.se. the.e.gaps using a conditional ge.e.ative.adve.sarial ne.work(CGAN)mode. approach,which is inspire. by curre.t state.of-the.art Al for synthe.ic image.*** cre.te.a ne. Boundary Condition CGAN(BC-CGAN)mode. by e.te.ding the.original CGAN mode. to ge.e.ate.2D airflow distribution image. base. on a continuous input parame.e.,such as a boundary ***,we.de.ign a nove. fe.ture.drive. algorithm to strate.ically ge.e.ate.training data,with the.goal of minimizing the.amount of computationally e.pe.sive.data while.e.suring training quality of the.Al *** BC-CGAN mode. is e.aluate. for two be.chmark airflow case.:an isothe.mal lid-drive. cavity flow and a non-isothe.mal mixe. conve.tion flow with a he.te. *** also inve.tigate.the.pe.formance.of the.BC-CGAN mode.s whe. training is stoppe. base. on diffe.e.t le.e.s of validation e.ror *** re.ults show that the.traine. BC-CGAN mode. can pre.ict the.2D distribution of ve.ocity and te.pe.ature.with le.s than 5%re.ative.e.ror and up to about 75,ooo time. faste. whe. compare. to re.e.e.ce.CFD *** propose. fe.ture.drive. algorithm shows pote.tial for re.ucing the.amount of data and e.ochs re.uire. to train the.Al mode.s while.maintaining pre.iction accuracy,particularly whe. the.flow change. non-line.rlywith re.pe.tto an input.

关键词： artificial inte.lige.ce indoor airflow conditional ge.e.ative.adve.sarial ne.work computational fluid dynamics

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