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TUXU147029818885xutugatechedu5iamtuxugithubioCAREEROBJECTIVE


Iaminterestedinapplyingmachinelearninganddeeplearningskillstoaddressreal-worldchallengesespeciallyintheareasofsmartcityandautonomousvehiclesEDUCATIONGeorgiaInstituteofTechnologyAugust2016-ExpectedAugu

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Document on Subject : "TUXU147029818885xutugatechedu5iamtuxugithubioCAREEROBJECTIVE"— Transcript:

1 TUXU(+1)4702981888xutu@gatech.edu
TUXU(+1)4702981888xutu@gatech.eduiamtuxu.github.ioCAREEROBJECTIVE Iaminterestedinapplyingmachinelearninganddeeplearningskillstoaddressreal-worldchallengesespeciallyintheareasofsmartcityandautonomousvehicles.EDUCATION GeorgiaInstituteofTechnologyAugust2016-ExpectedAugust2020Ph.D.Candidate,CivilEngineeringGPA:3.84/4.0Advisor:Jorge.A.LavalFudanUniversityAugust2012-June2016BachelorofScience,Physics.GPA:3.46/4.0PROJECTS ParameterEstimationofaStochasticCar-FollowingModel(Thesis)Thisprojectproposesastochasticcar-followingmodeltoexplaintracinstabilities.Massivedatawereusedtotrainthismodel.DatafromAutonomousVehicles(AV)werealsoanalyzedtostudythein uenceofAVstotracstreams.OnlineNewsPopularityPredictionThisprojectgivesauthorsrecommendationsregardinghowtocapturereaders'attentionfromdataminingapproaches.Inthisproject,adatasetwith40000instancesand58attributesisanalyzedwithdataminingtechniquesincludingPCAandfactorialanalysis.ImplementingIntelligentTracControlonI-285Inthisproject,ourteamdevelopedatracsimulationapplicationwritteninJAVA.MassivedatawereusedtooptimizeparametersfortheimplementationofintelligenttraccontroldevicesonI-285inAtlanta.ThisprojectwassponsoredbyGeorgiaDepartmentofTransportation.WORKEXPERIENCE TracFlowTheoryCommitteeSeptember2018-NowReviewerI'vereviewed4papersforTRBAnnualMeetingandIEEETransactionsonIntelligentTransportationSyst

2 ems.GeorgiaTechJanuary2017-NowTeachingAs
ems.GeorgiaTechJanuary2017-NowTeachingAssistantI'vebeentheguestlecturerforgraduatetrac owcourseandundergraduatestatisticcourseformanytimes.Pond&CompanyJanuary2018-May2018TracinternTopics:Dataanalysis,tracmodelingandsimulation SKILLS ProgrammingLanguageMathematica,Python,R,MATLAB,SAS,JAVA,CMLFrameworkPytorchOTHER Website:http://iamtuxu.github.ioResearchGate:https://www.researchgate.net/pro le/Tu Xu4Github:https://github.com/iamtuxuPUBLICATIONANDPRESENTATION PublicationXu,T.,&Laval,J.A.(2019).AnalysisofaTwo-RegimeStochasticCar-FollowingModel:ExplainingCapacityDropandOscillationInstabilities.TransportationResearchRecord.(2019BestPaperAwardinTracFlowTheory)PresentationXu,T.,&Laval,J.A.(2019).AnalysisofaTwo-RegimeStochasticCar-FollowingModel:ExplainingCapacityDropandOscillationInstabilities.Presentedat98thAnnualMeetingoftheTransportationResearchBoard,Washington,D.C..Xu,T.,&Laval,J.A(2018).ParameterEstimationofaStochasticMicroscopicCar-FollowingModel.Presentedat97thAnnualMeetingoftheTransportationResearchBoard,Washington,D.C..UnderReviewXu,T.,&Laval,J.A.(2020).DriverReactionstoUphillGrades:InferencefromaStochasticCar-followingModel.AcceptedbyTRBAnnualMeetingandrecommendedtoTransportationResearchRecordforpeerreview.Xu,T.,&Laval,J.A.(2018).Statisticalinferencefortwo-regimestochasticcar-followingmodels.SubmittedtoTransportationResearchPartBforpeerreview