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    • Numerical experiments on unsupervised manifold learning applied to mechanical modeling of materials and structures 
      Article dans une revue avec comité de lecture
      IBANEZ, Ruben; GILORMINI, Pierre; ccCUETO, Elias; ccCHINESTA SORIA, Francisco (Elsevier Masson, 2020)
      The present work aims at analyzing issues related to the data manifold dimensionality. The interest of the study is twofold: (i) first, when too many measurable variables are considered, manifold learning is expected to ...
    • Learning non-Markovian physics from data 
      Article dans une revue avec comité de lecture
      GONZÁLEZ, David; ccCHINESTA SORIA, Francisco; ccCUETO, Elias (Elsevier, 2021)
      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 ...
    • Experimental study of PLA thermal behavior during fused filament fabrication 
      Article dans une revue avec comité de lecture
      VANAEI, Hamid Reza; ccSHIRINBAYAN, Mohammadali; COSTA, Sidonie Fernandes; DUARTE, Fernando Moura; COVAS, José António; ccDELIGANT, Michael; ccKHELLADI, Sofiane; ccTCHARKHTCHI, Abbas (Wiley, 2021)
      Fused filament fabrication (FFF) is an additive manufacturing technique that is used to produce prototypes and a gradually more important processing route to obtain final products. Due to the layer-by-layer deposition ...
    • Quantitative morphometric study of thoracic spine A preliminary parameters statistical analysis 
      Article dans une revue avec comité de lecture
      MITTON, David; ISMAEL, B.; DE FOUCHECOUR, M.; LASSEAU, J. P.; LAVASTE, François; ccSKALLI, Wafa; ccLAPORTE, Sébastien (Springer-Verlag, 2000)
      Study Design:A quantitative morphometric study of the thoracic spine from TI to T12 was conducted on 5o dried spines. Objective:To quantify anatomic descriptive parameters concerning thoracic vertebrae, and to investigate ...
    • Global sagittal alignment after surgery of right thoracic idiopathic scoliosis in adolescents and adults with and without thoracic hypokyphosis 
      Article dans une revue avec comité de lecture
      YEUNG, Kwong Hang; MAN, Gene Chi Wai; ccSKALLI, Wafa; HU, Zongshan; HUNG, Vivian Wing Yin; HUNG, Alec Lik Hang; LAM, Tsz Ping; NG, Bobby Kin Wah; CHENG, Jack Chun Yiu; ccVERGARI, Claudio; CHU, Winnie Chiu Wing (Nature Publishing Group, 2021)
      AbstractThis study aimed to characterize global sagittal alignment in adolescent idiopathic scoliosis (AIS) with normal kyphosis (NTK, kyphosis > 10°) and with thoracic hypokyphosis (THK, kyphosis < 10°), before and ...
    • Electromagnetic field propagation in a composite laminate and induced thermal field 
      Article dans une revue avec comité de lecture
      BARASINSKI, Anais; ccGHNATIOS, Chady; ABENIUS, Erik; BECHTEL, Stephane; ccCHINESTA SORIA, Francisco (Springer Verlag, 2021)
      Microwave (MW) technology relies on volumetric heating, where thermal energy is induced from an electromagnetic field. Nowadays, the main drawback of this technology is that the complex physics involved in the conversion ...
    • A novel sparse reduced order formulation for modeling electromagnetic forces in electric motors 
      Article dans une revue avec comité de lecture
      SANCARLOS, Abel; ccCUETO, Elias; ccCHINESTA SORIA, Francisco; DUVAL, Jean-Louis (Springer Verlag, 2021)
      A novel model order reduction (MOR) technique is presented to achieve fast and real-time predictions as well as high-dimensional parametric solutions for the electromagnetic force which will help the design, analysis of ...