Variational and Deep Learning Segmentation of Very-Low-Contrast X-ray Computed Tomography Images of Carbon/Epoxy Woven Composites

Yuriy Sinchuk, Pierre Kibleur, Jan Aelterman, +2

Materials

Computed TomographyImage ReconstructionEngineeringMachine LearningMultiscale Mechanics +20

X-ray CT based multi-layer unit cell modeling of carbon fiber-reinforced textile composites: Segmentation, meshing and elastic property homogenization

Yuriy Sinchuk, Oxana Shishkina, Mikaël Gueguen, +4

Composite Structures

Materials ScienceFiber ReinforcementTextile CompositesX-ray CtEngineering +6

Geometrical and deep learning approaches for instance segmentation of CFRP fiber bundles in textile composites

Yuriy Sinchuk, Pierre Kibleur, Jan Aelterman, +2

Composite Structures

Geometric LearningTextile CompositesImage AnalysisMachine LearningMachine Vision +9

Numerical study of internal load transfer in metal/ceramic composites based on freeze-cast ceramic preforms and experimental validation

Yuriy Sinchuk, Siddhartha Roy, Jens Gibmeier, +2

Materials Science and Engineering A

Materials ScienceNumerical StudyInternal Load TransferEngineeringFreeze-cast Ceramic Preforms +4

Analysis of moisture diffusion induced stress in carbon/epoxy 3D textile composite materials with voids by µ-CT based Finite Element Models

Yuriy Sinchuk, Yannick Pannier, R. Antoranz-Gonzalez, +1

Composite Structures

Materials ScienceTextile Composite MaterialsTextile CompositesEngineeringMoisture Diffusion +4

Computed-tomography based modeling and simulation of moisture diffusion and induced swelling in textile composite materials

Yuriy Sinchuk, Yannick Pannier, Mikaël Gueguen, +2

International Journal of Solids and Structures

Textile Composite MaterialsMoisture DiffusionEngineeringTextile FibreMechanics +6

Minimal compliance design for metal–ceramic composites with lamellar microstructures

Romana Piat, Yuriy Sinchuk, Manishkumar Vasoya, +1

Acta Materialia

Materials ScienceEngineeringCeramic MaterialMechanical EngineeringCeramic Matrix Composites +5

A hierarchical multi-scale analytical approach for predicting the elastic behavior of short fiber reinforced polymers under triaxial and flexural loading conditions

H. Ahmadi, M. Hajikazemi, Ehsan Rashidinejad, +2

Composites Science and Technology

Materials ScienceFiber ReinforcementFibre-reinforced PlasticEngineeringMechanical Engineering +8

Analysis of multiple cracking in metal/ceramic composites with lamellar microstructure

Maria Kashtalyan, Yuriy Sinchuk, Romana Piat, +1

Archive of Applied Mechanics

Materials ScienceEngineeringCeramic MaterialMechanical EngineeringStructural Ceramic +6

Automatic yarn path extraction of large 3D interlock woven fabrics with confidence estimation

Yuriy Sinchuk, Yanneck Wielhorski, Arturo Mendoza, +2

Composites Part A Applied Science and Manufacturing