Computational Science – ICCS 2022: 22nd International Conference, London, UK, June 21–23, 2022, Proceedings, Part III

784 Pages·2022·68.317 MB·English

by  Derek Groen, Clélia de Mulatier, Maciej Paszynski, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M. A. Sloot

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
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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