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Serafim Kalliadasis
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Serafim Kalliadasis19 visible / 19 total nodes / 42 links

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Related contextRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalRelated contextSerafim KalliadasisASerafim KalliadasisResearcherMPINeuralODE: Multiple-Initial-Condition Physics-Informed Neural ODEs for Globally Consistent Dynamical System LearningWMPINeuralODE: Multiple-...preprint / 2026Lake YangALake YangResearcherFrank Ioannis Papadakis WoodAFrank Ioannis Papadakis...ResearcherAntonio Malpica-MoralesAAntonio Malpica-MoralesResearcherA new framework for extracting coarse-grained models from time series with multiscale structureWA new framework for ext...preprint / 2015Machine LearningTMachine Learning49008 worksmath.DSTmath.DS4970 worksphysics.chem-phTphysics.chem-ph3385 worksPhysics-constrained Bayesian inference of state functions in classical density-functional theoryWPhysics-constrained Bay...preprint / 2021Equilibrium gas-liquid-solid contact angle from density-functional theoryWEquilibrium gas-liquid-...preprint / 2010New and general framework for adsorption processes on dynamic interfacesWNew and general framewo...preprint / 2013Wavy regimes of film flow down a fibreWWavy regimes of film fl...preprint / 2011Two-dimensional droplet spreading over random topographical substratesWTwo-dimensional droplet...preprint / 2009The overdamped limit of dynamic density functional theory: Rigorous resultsWThe overdamped limit of...preprint / 2012Slip or not slip? A methodical examination of the interface formation model using two-dimensional droplet spreading on a horizontal planar substrate as a prototype systemWSlip or not slip? A met...preprint / 2012Wetting on a spherical wall: influence of liquid-gas interfacial propertiesWWetting on a spherical ...preprint / 2013Rate of Convergence of Phase Field Equations in Strongly Heterogeneous Media towards their Homogenized LimitWRate of Convergence of ...preprint / 2013Rigorous coherent-structure theory for falling liquid films: Viscous dispersion effects on bound-state formation and self-organizationWRigorous coherent-struc...preprint / 2013
Person18 links

Serafim Kalliadasis

Researcher

PaperMPINeuralODE: Multiple-Initial-Condition Physics-Informed Neural ODEs for Globally Consistent Dynamical System LearningAuthorship / preprint / 2026PersonLake YangCo-authorship / ResearcherPersonFrank Ioannis Papadakis WoodCo-authorship / ResearcherPersonAntonio Malpica-MoralesCo-authorship / ResearcherPaperA new framework for extracting coarse-grained models from time series with multiscale structureAuthorship / preprint / 2015TopicMachine LearningWorks on / 49008 worksTopicmath.DSWorks on / 4970 worksTopicphysics.chem-phWorks on / 3385 works

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