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hal.structure.identifierLaboratoire Angevin de Mécanique, Procédés et InnovAtion [LAMPA]
dc.contributor.authorAMMAR, Amine
hal.structure.identifierLaboratoire Procédés et Ingénierie en Mécanique et Matériaux [PIMM]
dc.contributor.authorCHINESTA, Francisco
dc.date.accessioned2021-05-14T09:35:41Z
dc.date.available2021-05-14T09:35:41Z
dc.date.issued2019
dc.identifier.issn1631-0721
dc.identifier.urihttps://oskar-bordeaux.fr/handle/20.500.12278/76230
dc.description.abstractEnThe present work aims at performing a molecular dynamics modeling of suspensions composed of flexible linear molecules. Molecules are represented by a series of connected beads, whose dynamics is governed by three potentials: the extension potential affecting the elongation of segments connecting consecutive beads, the one governing the molecule bending and finally the Lennard-Jones describing the interaction of non-consecutive beads. A population of non-interacting molecules is simulated in elongation and shear flows for different flow and molecule parameters. The flow-induced conformation is analyzed in the different considered situations. Finally a model for predicting the evolution of the population conformation will be obtained by using deep-learning.
dc.language.isoen
dc.publisherElsevier Masson
dc.subject.enMolecular dynamics
dc.subject.enFlexible molecules
dc.subject.enDeep-learning
dc.subject.enDirect numerical simulation
dc.subject.enSuspension
dc.title.enDirect numerical simulation of flexible molecules and data-driven molecular conformation
dc.typeArticle de revue
dc.identifier.doi10.1016/j.crme.2019.11.001
dc.subject.halSciences de l'ingénieur [physics]/Matériaux
bordeaux.journalComptes Rendus Mécanique
bordeaux.page743-753
bordeaux.volume347
bordeaux.hal.laboratoriesInstitut de Mécanique et d’Ingénierie de Bordeaux (I2M) - UMR 5295*
bordeaux.issue11
bordeaux.institutionUniversité de Bordeaux
bordeaux.institutionBordeaux INP
bordeaux.institutionCNRS
bordeaux.institutionINRAE
bordeaux.institutionArts et Métiers
bordeaux.peerReviewedoui
hal.identifierhal-02538193
hal.version1
hal.origin.linkhttps://hal.archives-ouvertes.fr//hal-02538193v1
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