Validation of Deep Learning Segmentation of CT Images of Fiber-Reinforced Composites

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

(2021) Yuriy Sinchuk et al.   COMPOSITE STRUCTURES

Damage evolution in SiC/SiC unidirectional composites by X‐ray tomography

(2020) Ashley M. Hilmas et al.   JOURNAL OF THE AMERICAN CERAMIC SOCIETY

Automated segmentation of computed tomography images of fiber-reinforced composites by deep learning

(2020) Aly Badran et al.   Journal of Materials Science

Combining in-situ synchrotron X-ray microtomography and acoustic emission to characterize damage evolution in ceramic matrix composites

(2019) Emmanuel Maillet et al.   JOURNAL OF THE EUROPEAN CERAMIC SOCIETY

A fiber-segmentation algorithm for composites imaged using X-ray microtomography: Development and validation

(2019) Peter J. Creveling et al.   COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING

X-ray computed tomography of polymer composites

(2018) S.C. Garcea et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Statistical validation of individual fibre segmentation from tomograms and microscopy

(2018) Monica Jane Emerson et al.   COMPOSITES SCIENCE AND TECHNOLOGY

X-ray computed tomography of microstructure evolution during matrix impregnation and curing in unidirectional fiber beds

(2018) Natalie M. Larson et al.   COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING

Insight into 3D micro-CT data: exploring segmentation algorithms through performance metrics

(2017) Talita Perciano et al.   JOURNAL OF SYNCHROTRON RADIATION

In situ observation of mechanical damage within a SiC-SiC ceramic matrix composite

(2016) L. Saucedo-Mora et al.   JOURNAL OF NUCLEAR MATERIALS

Advanced structural ceramics in aerospace propulsion

(2016) Nitin P. Padture   NATURE MATERIALS

Quantification of the internal structure and automatic generation of voxel models of textile composites from X-ray computed tomography data

(2015) Ilya Straumit et al.   COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING

Stochastic Virtual Tests for High-Temperature Ceramic Matrix Composites

(2014) Brian N. Cox et al.   Annual Review of Materials Research

Numerical reconstruction of graphite/epoxy composite microstructure based on sub-micron resolution X-ray computed tomography

(2014) Michael W. Czabaj et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Tensile testing of materials at high temperatures above 1700 °C with in situ synchrotron X-ray micro-tomography

(2014) Abdel Haboub et al.   REVIEW OF SCIENTIFIC INSTRUMENTS

Real-time quantitative imaging of failure events in materials under load at temperatures above 1,600 °C

(2012) Hrishikesh A. Bale et al.   NATURE MATERIALS

In situ X-ray microtomography characterization of damage in SiCf/SiC minicomposites

(2011) C. Chateau et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Characterizing Three-Dimensional Textile Ceramic Composites Using Synchrotron X-Ray Micro-Computed-Tomography

(2011) Hrishikesh Bale et al.   JOURNAL OF THE AMERICAN CERAMIC SOCIETY

High resolution tomographic imaging and modelling of notch tip damage in a laminated composite

(2010) P. Wright et al.   COMPOSITES SCIENCE AND TECHNOLOGY