124 Michael Schäfer · Marek Behr Miriam Mehl · Barbara Wohlmuth Editors Recent Advances in Computational Engineering Editorial Board T. J.Barth M.Griebel D.E.Keyes R.M.Nieminen D.Roose T.Schlick Lecture Notes in Computational Science 124 and Engineering Editors: TimothyJ.Barth MichaelGriebel DavidE.Keyes RistoM.Nieminen DirkRoose TamarSchlick Moreinformationaboutthisseriesathttp://www.springer.com/series/3527 ¨ Michael Schafer • Marek Behr (cid:129) Miriam Mehl (cid:129) Barbara Wohlmuth Editors Recent Advances in Computational Engineering Proceedings of the 4th International Conference on Computational Engineering (ICCE 2017) in Darmstadt 123 Editors MichaelSchäfer MarekBehr GraduateSchoolofComputational LehrstuhlfürCATS Engineering RWTHAachenUniversity TechnischeUniversitätDarmstadt Aachen Darmstadt,Germany Germany MiriamMehl BarbaraWohlmuth InstitutfürParalleleundVerteilteSysteme LehrstuhlfürNumerischeMathematik (IPVS) TechnischeUniversitätMünchen UniversitätStuttgart GarchingbeiMünchen,Germany Stuttgart,Germany ISSN1439-7358 ISSN2197-7100 (electronic) LectureNotesinComputationalScienceandEngineering ISBN978-3-319-93890-5 ISBN978-3-319-93891-2 (eBook) https://doi.org/10.1007/978-3-319-93891-2 LibraryofCongressControlNumber:2018951423 MathematicsSubjectClassification(2010):49-06,60-06,65-06,68-06,70-06,74-06,76-06,80-06 ©SpringerInternationalPublishingAG,partofSpringerNature2018 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartof thematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation, broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformation storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodology nowknownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor theeditorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinorforany errorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictional claimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface Methodsofcomputationalengineeringhavebecomeakeytechnologyinallfieldsof engineeringsciencesduringthe last decades. Computer-basedmodeling,analysis, simulation, and optimization offer attractive, cost-efficient ways to investigate increasinglycomplexengineeringapplicationsandto developnew technicalsolu- tions. Because of this, computational engineering contributes to major issues of technical developments in economy and society in areas such as energy, health, safety,andmobility. This volumeis a collectionof selected contributionsfromthe 4thInternational ConferenceonComputationalEngineeringthattookplaceinDarmstadt(September 2017). The event was a continuation of a series of conferences—the previous ones were held in Herrsching (October 2009), Darmstadt (October 2011), and Stuttgart(October2014).Theconferencebroughttogetherresearchersworkingon computationalmethodsinalldisciplinesofengineering,appliedmathematics,and computerscience.The aimswere todiscussthestate oftheartinthischallenging field,exchangeexperiences,developpromisingperspectivesforfutureresearch,and initiatefurthercooperation. Besidesgeneralaspectsofnumericalconceptsandmodelingtechniques,special focuswasputonmultiphysicscoupling,discontinuousGalerkinmethods,reactive and multiphase flows, uncertainty quantification, and high-performance comput- ing techniques. Altogether, the book contains a collection of different types of problem-drivenand methodology-drivenapproachesin the field of computational engineering.Wehopethatitprovidesthereaderwithavaluablesourceofinspiration forhis/herownwork. Darmstadt,Germany MichaelSchäfer March2018 v vi Preface Organization The 4th International Conference on Computational Engineering (ICCE 2017) is organized by the Graduate School of Computational Engineering (GSC CE) at Technische Universität Darmstadt in cooperation with the Aachen Institute for AdvancedStudyinComputationalEngineeringScience(AICES)atRWTHAachen University,theInternationalGraduateSchoolofScienceandEngineering(IGSSE) at the Technical University of Munich, and the Stuttgart Research Center for SimulationTechnology(SimTech)attheUniversityofStuttgart. Chairpersons MarekBehr RWTHAachenUniversity MiriamMehl UniversitätStuttgart MichaelSchäfer TechnischeUniversitätDarmstadt BarbaraWohlmuth TechnischeUniversitätMünchen Contents OptimizationofDesignParametersofCIPSprayCleaningNozzle UsingGeneticAlgorithm........................................................ 1 HarishAbubaker,AnandSivaram,ManuelMünsch,RomanMurcek, AndreBoye,andAntonioDelgado MultilevelOptimizationof Fluid-StructureInteractionBased onReducedOrderModels ...................................................... 15 JohannaBiehlandStefanUlbrich An Investigation of Airfoil Noise Prediction Using Hybrid LES/RANSModels............................................................... 37 XinHuangandMichaelSchäfer A High-Order Local Discontinuous Galerkin Scheme forViscoelasticFluidFlow...................................................... 51 AnneKikkerandFlorianKummer A Bramble-PasciakConjugateGradient Methodfor Discrete StokesProblemswithLognormalRandomViscosity........................ 63 ChristopherMüller,SebastianUllmann,andJensLang LinearSolversfortheFinitePointsetMethod................................ 89 FabianNick,BramMetsch,andHans-JoachimPlum Additional Degrees of Parallelism Within the Adomian DecompositionMethod.......................................................... 111 AndreasSchmitt,MartinSchreiber,andMichaelSchäfer IntegratedModelingandValidationforPhaseChangewithNatural Convection ........................................................................ 127 KaiSchüller,BenjaminBerkels,andJuliaKowalski A Weighted Reduced Basis Method for Parabolic PDEs withRandomData............................................................... 145 ChristopherSpannring,SebastianUllmann,andJensLang vii viii Contents ModelingoftheCompressed-AirFlowImpactforThermoforming Simulations ....................................................................... 163 SimonWagner,ManuelMünsch,FabianKayatz,Jens-PeterMajschak, andAntonioDelgado Monolithic Simulationof Convection-CoupledPhase-Change: VerificationandReproducibility ............................................... 177 AlexanderG.ZimmermanandJuliaKowalski AuthorIndex...................................................................... 199 Contributors Harish Abubaker Lehrstuhl für Strömungsmechanik, Friedrich-Alexander- UniversitätErlangen-Nürnberg,Erlangen,Germany BenjaminBerkels AICESGraduateSchool,RWTH AachenUniversity,Aachen, Germany JohannaBiehl TechnischeUniversitätDarmstadt,Darmstadt,Germany AndreBoye FraunhoferIVVDresden,Dresden,Germany Antonio Delgado Friedrich-AlexanderUniversität Erlangen-Nürnberg,Lehrstuhl fürStrömungsmechanik,Erlangen,Germany Xin Huang Graduate School of Computational Engineering,Technische Univer- sitätDarmstadt,Darmstadt,Germany InstituteofNumericalMethodsinMechanicalEngineering,TechnischeUniversität Darmstadt,Darmstadt,Germany Fabian Kayatz Fraunhofer-Institut für Verfahrenstechnik und Verpackung IVV, Dresden,Germany AnneKikker TechnischeUniversitätDarmstadt,Darmstadt,Germany GraduateSchoolCE,TechnischeUniversitätDarmstadt,Darmstadt,Germany Julia Kowalski AICES Graduate School, RWTH Aachen University, Aachen, Germany FlorianKummer TechnischeUniversitätDarmstadt,Darmstadt,Germany JensLang GraduateSchoolofComputationalEngineering,TechnischeUniversität Darmstadt,Darmstadt,Germany Department of Mathematics, Technische Universität Darmstadt, Darmstadt, Germany Jens-Peter Majschak Fraunhofer-Institutfür Verfahrenstechnikund Verpackung IVV,Dresden,Germany ix