Laboratoire Procédés et Ingénierie en Mécanique et Matériaux (PIMM): Soumissions récentes

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    • Code2vect: An efficient heterogenous data classifier and nonlinear regression technique 
      Article dans une revue avec comité de lecture
      ARGERICH MARTÍN, Clara; IBÁÑEZ PINILLO, Rubén; BARASINSKI, Anaïs; ccCHINESTA SORIA, Francisco (Elsevier Masson, 2019)
      The aim of this paper is to present a new classification and regression algorithm based on Artificial Intelligence. The main feature of this algorithm, which will be called Code2Vect, is the nature of the data to treat: ...
    • A constitutive model for semi-crystalline polymer deformation involving lamellar fragmentation 
      Article dans une revue avec comité de lecture
      DETREZ, Fabrice; CANTOURNET, Sabine; SÉGUÉLA, Rolland (Elsevier Masson, 2010)
      The mechanism of lamellar fragmentation in the semi-crystalline polymers with spherulitic structure, is observed at the beginning of plastic flow. It causes significant damage. This elementary mechanism is considered here ...
    • On the data-driven modeling of reactive extrusion 
      Article dans une revue avec comité de lecture
      IBAÑEZ, Ruben; CASTERAN, Fanny; ARGERICH, Clara; HASCOET, Nicolas; CASSAGNAU, Philippe; ccGHNATIOS, Chady; ccAMMAR, Amine; ccCHINESTA SORIA, Francisco (MDPI, 2020)
      This paper analyzes the ability of different machine learning techniques, able to operate in the low-data limit, for constructing the model linking material and process parameters with the properties and performances of ...
    • Influence of beam diameter on Laser Powder Bed Fusion (L-PBF) process 
      Article dans une revue avec comité de lecture
      SOW, M.C.; DE TERRIS, Thibaut; CASTELNAU, Olivier; HADJEM-HAMOUCHE, Zehoua; COSTE, Frédéric; FABBRO, Rémy; PEYRE, Patrice (Elsevier, 2020)
      The use of large beams in the Laser Powder Bed Fusion (L-PBF) process has been receiving increasing attention for the past few years and may widen the dissemination of this technology in the industry, as well as help ...
    • Modeling of the rheological properties of multinanolayer films in the presence of compatibilized interphase 
      Article dans une revue avec comité de lecture
      BEUGUEL, Q.; GUINAULT, A.; SOLLOGOUB, C.; MIQUELARD-GARNIER, G.; ccCHINESTA SORIA, Francisco (American Institute of Physics, 2020)
      heological behavior of nanolayered films of polyethylene/polyamide 6 (PE/PA6) compatibilized in situ during the coextrusion process has been studied at a temperature between the melting temperatures of PE and PA6. Thanks ...
    • Impact of thermal oxidation on mechanical behavior of polydicylopentadiene: Case of non-diffusion limited oxidation 
      Article dans une revue avec comité de lecture
      DAVID, Adelina; HUANG, Jing; YVES LE GAC, Pierre; ccRICHAUD, Emmanuel (Elsevier, 2020)
      Impact of thermal oxidation on mechanical behavior of polydicyclopentadiene (pDCPD) is studied in this paper. Thermal oxidation is performed over a wide range of ageing temperature, from 20 °C to 120 °C using 60 μm thin ...
    • Learning non-Markovian physics from data 
      Article dans une revue avec comité de lecture
      GONZÁLEZ, David; ccCUETO, Elias; ccCHINESTA SORIA, Francisco (Elsevier, 2020)
      We present a method for the data-driven learning of physical phenomena whose evolution in time depends on history terms. It is well known that a Mori-Zwanzig-type projection produces a description of the physical phenomena ...