Computational Science – ICCS 2022: 22nd International Conference, London, UK, June 21–23, 2022, Proceedings, Part III PDF
Preview Computational Science – ICCS 2022: 22nd International Conference, London, UK, June 21–23, 2022, Proceedings, Part III
Lecture Notes in Computer Science 13352 FoundingEditors GerhardGoos KarlsruheInstituteofTechnology,Karlsruhe,Germany JurisHartmanis CornellUniversity,Ithaca,NY,USA EditorialBoardMembers ElisaBertino PurdueUniversity,WestLafayette,IN,USA WenGao PekingUniversity,Beijing,China BernhardSteffen TUDortmundUniversity,Dortmund,Germany MotiYung ColumbiaUniversity,NewYork,NY,USA Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/558 · · Derek Groen Clélia de Mulatier · · Maciej Paszynski Valeria V. Krzhizhanovskaya · Jack J. Dongarra Peter M. A. Sloot (Eds.) Computational Science – ICCS 2022 22nd International Conference London, UK, June 21–23, 2022 Proceedings, Part III Editors DerekGroen CléliadeMulatier BrunelUniversityLondon UniversityofAmsterdam London,UK Amsterdam,TheNetherlands MaciejPaszynski ValeriaV.Krzhizhanovskaya AGHUniversityofScienceandTechnology UniversityofAmsterdam Krakow,Poland Amsterdam,TheNetherlands JackJ.Dongarra PeterM.A.Sloot UniversityofTennesseeatKnoxville UniversityofAmsterdam Knoxville,TN,USA Amsterdam,TheNetherlands ISSN 0302-9743 ISSN 1611-3349 (electronic) LectureNotesinComputerScience ISBN 978-3-031-08756-1 ISBN 978-3-031-08757-8 (eBook) https://doi.org/10.1007/978-3-031-08757-8 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense toSpringerNatureSwitzerlandAG2022 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. 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ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface Welcome to the 22nd annual International Conference on Computational Science (ICCS2022-https://www.iccs-meeting.org/iccs2022/),heldduring21–23June,2022, at Brunel University London, UK. After more than two years of a pandemic that has changed so much of our world and daily lives, this edition marks our return to a – partially–in-personevent.ThosewhowerenotyetabletojoinusinLondonhadthe optiontoparticipateonline,asallconferencesessionswerestreamed. Although the challenges of such a hybrid format are manifold, we have tried our besttokeeptheICCScommunityasdynamic,creative,andproductiveasalways.We areproudtopresenttheproceedingsyouarereadingasaresultofthat. Standing on the River Thames in southeast England, at the head of a 50-mile (80km)estuarydowntotheNorthSea,LondonisthecapitalandlargestcityofEngland and the UK. With a rich history spanning back to Roman times, modern London is one of the world’s global cities, having a prominent role in areas ranging from arts and entertainment to commerce, finance, and education. London is the biggest urban economyinEuropeandoneofthemajorfinancialcentresintheworld.Italsofeatures Europe’slargestconcentrationofhighereducationinstitutions. ICCS 2022 was jointly organized by Brunel University London, the University of Amsterdam,NTUSingapore,andtheUniversityofTennessee. Brunel University London is a public research university located in the Uxbridge area of London. It was founded in 1966 and named after the Victorian engineer IsambardKingdomBrunel,whomanagedtodesignandbuilda214mlongsuspension bridgeinBristolbackin1831.Bruneliswell-knownforitsexcellentEngineeringand ComputerScienceDepartments,anditscampushousesadedicatedconferencecentre (theHamiltonCentre)whichwasusedtohostICCS.Itisalsooneofthefewuniversities tohostafull-lengthathleticstrack,whichhasbeenusedbothforpracticepurposesby athletessuchasUsainBoltforthe2012Olympicsandforgraduationceremonies. The International Conference on Computational Science is an annual conference thatbringstogetherresearchersandscientistsfrommathematicsandcomputerscience as basic computing disciplines, as well as researchers from various application areas whoarepioneeringcomputationalmethodsinsciencessuchasphysics,chemistry,life sciences,engineering,arts,andhumanitarianfields,todiscussproblemsandsolutions inthearea,identifynewissues,andshapefuturedirectionsforresearch. Since its inception in 2001, ICCS has attracted increasing numbers of attendees and higher-quality papers, and this year – in spite of the ongoing pandemic—was not an exception, with over 300 registered participants. The proceedings series has becomeaprimaryintellectualresourceforcomputationalscienceresearchers,defining andadvancingthestateoftheartinthisfield. The theme for 2022, “The Computational Planet,” highlights the role of computationalscienceintacklingthecurrentchallengesoftheall-importantquestfor sustainabledevelopment.Thisconferenceaimedtobeauniqueeventfocusingonrecent developmentsinscalablescientificalgorithms,advancedsoftwaretools,computational vi Preface grids,advancednumericalmethods,andnovelapplicationareas.Theseinnovativenovel models,algorithms,andtoolsdrivenewsciencethroughefficientapplicationinphysical systems,computationalandsystemsbiology,environmentalsystems,finance,andother areas. ICCSiswell-knownforitsexcellentlineupofkeynotespeakers.Thekeynotesfor 2022wereasfollows: (cid:129) RobertAxtell,GeorgeMasonUniversity,USA (cid:129) PeterCoveney,UniversityCollegeLondon,UK (cid:129) ThomasEngels,TechnischeUniversitätBerlin,Germany (cid:129) NeilFerguson,ImperialCollegeLondon,UK (cid:129) GiuliaGalli,UniversityofChicago,USA (cid:129) RebeccaWade,HeidelbergInstituteforTheoreticalStudies,Germany This year we had 474 submissions (169 submissions to the main track and 305 to thethematictracks).Inthemaintrack,55fullpaperswereaccepted(32%),andinthe thematictracks,120fullpapers(39%).Ahigheracceptancerateinthethematictracksis explainedbythenatureofthese,wheretrackorganizerspersonallyinvitemanyexperts inaparticularfieldtoparticipateintheirsessions. ICCSreliesstronglyonourthematictrackorganizers’vitalcontributionstoattract high-qualitypapersinmanysubjectareas.Wewouldliketothankallcommitteemembers from the main and thematic tracks for their contribution to ensure a high standard for the accepted papers. We would also like to thank Springer, Elsevier, and Intellegibilis fortheirsupport.Finally,weappreciateallthelocalorganizingcommitteemembersfor theirhardworktoprepareforthisconference. WeareproudtonotethatICCSisanA-rankconferenceintheCOREclassification. Wewishyougoodhealthinthesetroubledtimesandlookforwardtomeetingyou atthenextconference,whethervirtuallyorin-person. June2022 DerekGroen CléliadeMulatier MaciejPaszynski ValeriaV.Krzhizhanovskaya JackJ.Dongarra PeterM.A.Sloot Organization GeneralChair ValeriaKrzhizhanovskaya UniversityofAmsterdam,TheNetherlands MainTrackChair CléliadeMulatier UniversityofAmsterdam,TheNetherlands ThematicTracksChair MaciejPaszynski AGHUniversityofScienceandTechnology, Poland ScientificChairs PeterM.A.Sloot UniversityofAmsterdam,TheNetherlands| ComplexityInstituteNTU,Singapore JackDongarra UniversityofTennessee,USA LocalOrganizingCommittee Chair DerekGroen BrunelUniversityLondon,UK Members SimonTaylor BrunelUniversityLondon,UK AnastasiaAnagnostou BrunelUniversityLondon,UK DianaSuleimenova BrunelUniversityLondon,UK XiaohuiLiu BrunelUniversityLondon,UK ZidongWang BrunelUniversityLondon,UK StevenSam BrunelUniversityLondon,UK AlirezaJahani BrunelUniversityLondon,UK YaniXue BrunelUniversityLondon,UK NadineAburumman BrunelUniversityLondon,UK KatieMintram BrunelUniversityLondon,UK ArindamSaha BrunelUniversityLondon,UK NuraAbubakar BrunelUniversityLondon,UK viii Organization ThematicTracksandOrganizers Advances in High-Performance Computational Earth Sciences: ApplicationsandFrameworks–IHPCES TakashiShimokawabe UniversityofTokyo,Japan KoheiFujita UniversityofTokyo,Japan DominikBartuschat Friedrich-Alexander-Universität Erlangen-Nürnberg,Germany Artificial Intelligence and High-Performance Computing for Advanced Simulations–AIHPC4AS MaciejPaszynski AGHUniversityofScienceandTechnology, Poland BiomedicalandBioinformaticsChallengesforComputerScience–BBC MarioCannataro UniversitàMagnaGraeciadiCatanzaro,Italy GiuseppeAgapito UniversitàMagnaGraeciadiCatanzaro,Italy MauroCastelli UniversidadeNovadeLisboa,Portugal RiccardoDondi UniversityofBergamo,Italy RodrigoWeberdosSantos UniversidadeFederaldeJuizdeFora,Brazil ItaloZoppis UniversitàdegliStudidiMilano-Bicocca,Italy ComputationalCollectiveIntelligence–CCI MarcinMaleszka WroclawUniversityofScienceandTechnology, Poland NgocThanhNguyen WroclawUniversityofScienceandTechnology, Poland DosamHwang YeungnamUniversity,SouthKorea ComputationalHealth–CompHealth SergeyKovalchuk ITMOUniversity,Russia StefanThurner MedicalUniversityofVienna,Austria GeorgiyBobashev RTIInternational,USA JudeHemanth KarunyaUniversity,India AnastasiaAngelopoulou UniversityofWestminster,UK ComputationalOptimization,Modelling,andSimulation–COMS Xin-SheYang MiddlesexUniversityLondon,UK LeifurLeifsson PurdueUniversity,USA SlawomirKoziel ReykjavikUniversity,Iceland Organization ix ComputerGraphics,ImageProcessing,andArtificialIntelligence–CGIPAI AndresIglesias UniversidaddeCantabria,Spain MachineLearningandDataAssimilationforDynamicalSystems–MLDADS RossellaArcucci ImperialCollegeLondon,UK MultiscaleModellingandSimulation–MMS DerekGroen BrunelUniversityLondon,UK DianaSuleimenova BrunelUniversityLondon,UK BartoszBosak PoznanSupercomputingandNetworkingCenter, Poland GaborZávodszky UniversityofAmsterdam,TheNetherlands StefanoCasarin HoustonMethodistResearchInstitute,USA UlfD.Schiller ClemsonUniversity,USA WouterEdeling CentrumWiskunde&Informatica, TheNetherlands QuantumComputing–QCW KatarzynaRycerz AGHUniversityofScienceandTechnology, Poland MarianBubak SanoCentreforComputationalMedicineand AGHUniversityofScienceandTechnology, Poland|UniversityofAmsterdam, TheNetherlands SimulationsofFlowandTransport:Modeling,Algorithms,andComputation– SOFTMAC ShuyuSun KingAbdullahUniversityofScienceand Technology,SaudiArabia JingfaLi BeijingInstituteofPetrochemicalTechnology, China JamesLiu ColoradoStateUniversity,USA Smart Systems: Bringing Together Computer Vision, Sensor Networks, andMachineLearning–SmartSys PedroCardoso UniversityofAlgarve,Portugal JoãoRodrigues UniversityofAlgarve,Portugal JânioMonteiro UniversityofAlgarve,Portugal RobertoLam UniversityofAlgarve,Portugal x Organization SoftwareEngineeringforComputationalScience–SE4Science JeffreyCarver UniversityofAlabama,USA CarolineJay UniversityofManchester,UK YochannahYehudi UniversityofManchester,UK NeilChueHong UniversityofEdinburgh,UK SolvingProblemswithUncertainty–SPU VassilAlexandrov HartreeCentre-STFC,UK AnetaKaraivanova InstituteforParallelProcessing,Bulgarian AcademyofSciences,Bulgaria TeachingComputationalScience–WTCS AngelaShiflet WoffordCollege,USA NiaAlexandrov HartreeCentre-STFC,UK UncertaintyQuantificationforComputationalModels–UNEQUIvOCAL WouterEdeling CentrumWiskunde&Informatica, TheNetherlands AnnaNikishova SISSA,Italy Reviewers TesfamariamMulugetaAbuhay DariuszBarbucha JaimeAfonsoMartins JoãoBarroso GiuseppeAgapito ValeriaBartsch ShahbazAhmad DominikBartuschat ElisabeteAlberdi PouriaBehnodfaur LuisAlexandre JörnBehrens NiaAlexandrov AdrianBekasiewicz VassilAlexandrov GebrailBekdas JulenAlvarez-Aramberri MehmetAliBelen DomingosAlves StefanoBeretta SergeyAlyaev BenjaminBerkels AnastasiaAnagnostou DanielBerrar AnastasiaAngelopoulou GeorgiyBobashev SamuelAning MarcelBoersma HideoAochi TomaszBoin´ski RossellaArcucci CarlosBordons CostinBadica BartoszBosak BartoszBalis GiuseppeBrandi DanielBalouek-Thomert LarsBraubach KrzysztofBanas´ MarianBubak
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