In-situ microtomography image segmentation for characterizing strain-hardening cementitious composites under tension using machine learning

A reusable neural network pipeline for unidirectional fiber segmentation

(2022) Alexandre Fioravante de Siqueira et al.   Scientific Data

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

(2022) Aly Badran et al.   Journal of Composites Science

A review of existing codes and standards on design factors for UHPC placement and fiber orientation

(2022) Md. Mashfiqul Islam et al.   CONSTRUCTION AND BUILDING MATERIALS

Relationship between microstructure and strain-hardening behaviour of 3D printed engineered cementitious composites

(2022) Binrong Zhu et al.   CEMENT & CONCRETE COMPOSITES

Optimization of matrix viscosity improves polypropylene fiber dispersion and properties of engineered cementitious composites

(2022) Duo Zhang et al.   CONSTRUCTION AND BUILDING MATERIALS

Microstructural characteristics and their impact on mechanical properties of steel-PVA fiber reinforced concrete

(2021) Fangyu Liu et al.   CEMENT & CONCRETE COMPOSITES

Fracturing process of micro-concrete under uniaxial and triaxial compression: Insights from in-situ X-ray mechanical tests

(2021) O. Stamati et al.   CEMENT AND CONCRETE RESEARCH

Semantic segmentation of the micro-structure of strain-hardening cement-based composites (SHCC) by applying deep learning on micro-computed tomography scans

(2020) Renata Lorenzoni et al.   CEMENT & CONCRETE COMPOSITES

Engineered Cementitious Composites (ECC) with limestone calcined clay cement (LC3)

(2020) Duo Zhang et al.   CEMENT & CONCRETE COMPOSITES

Microstructural crack segmentation of three-dimensional concrete images based on deep convolutional neural networks

(2020) Yijia Dong et al.   CONSTRUCTION AND BUILDING MATERIALS

Combined mechanical and 3D-microstructural analysis of strain-hardening cement-based composites (SHCC) by in-situ X-ray microtomography

(2020) Renata Lorenzoni et al.   CEMENT AND CONCRETE RESEARCH

Microstructure and water absorption of ancient concrete from Pompeii: An integrated synchrotron microtomography and neutron radiography characterization

(2020) Ke Xu et al.   CEMENT AND CONCRETE RESEARCH

Establishment of fiber factor for rheological and mechanical performance of polyvinyl alcohol (PVA) fiber reinforced mortar

(2020) Wen Si et al.   CONSTRUCTION AND BUILDING MATERIALS

3D Nanotomography of calcium silicate hydrates by transmission electron microscopy

(2020) Panod Viseshchitra et al.   JOURNAL OF THE AMERICAN CERAMIC SOCIETY

Effect of spatial distribution of polymer fibers on preventing spalling of UHPC at high temperatures

(2020) Dong Zhang et al.   CEMENT AND CONCRETE RESEARCH

Structural and durability assessment of ECC/concrete dual-layer system for tall wind turbine towers

(2019) Qingxu Jin et al.   ENGINEERING STRUCTURES

Multiscale X-ray tomography of cementitious materials: A review

(2019) Sébastien Brisard et al.   CEMENT AND CONCRETE RESEARCH

Linkage of multi-scale performances of nano-CaCO3 modified ultra-high performance engineered cementitious composites (UHP-ECC)

(2019) Yao Ding et al.   CONSTRUCTION AND BUILDING MATERIALS

Flaw characterization and correlation with cracking strength in Engineered Cementitious Composites (ECC)

(2018) Cong Lu et al.   CEMENT AND CONCRETE RESEARCH

Development of lightweight engineered cementitious composite for durability enhancement of tall concrete wind towers

(2018) Qingxu Jin et al.   CEMENT & CONCRETE COMPOSITES

Dermoscopic Image Segmentation via Multistage Fully Convolutional Networks

(2017) Lei Bi et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks

(2017) Lequan Yu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Local displacement and strain uncertainties in different bone types by digital volume correlation of synchrotron microtomograms

(2017) Marco Palanca et al.   JOURNAL OF BIOMECHANICS

Towards sustainable concrete

(2017) Paulo J. M. Monteiro et al.   NATURE MATERIALS

Deep-learning based, automated segmentation of macular edema in optical coherence tomography

(2017) Cecilia S. Lee et al.   Biomedical Optics Express

Failure Mechanisms of Plasterboard in Nail Pull Test Determined by X-ray Microtomography and Digital Volume Correlation

(2016) A. Bouterf et al.   EXPERIMENTAL MECHANICS

Micro- and nano-X-ray computed-tomography: A step forward in the characterization of the pore network of a leached cement paste

(2015) Nathan Bossa et al.   CEMENT AND CONCRETE RESEARCH

Performance of novel thermal energy storage engineered cementitious composites incorporating a paraffin/diatomite composite phase change material

(2014) Biwan Xu et al.   APPLIED ENERGY

Localized strain field measurement on laminography data with mechanical regularization

(2014) Thibault Taillandier-Thomas et al.   NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION B-BEAM INTERACTIONS WITH MATERIALS AND ATOMS

Digital Volume Correlation Applied to X-ray Tomography Images from Spherical Indentation Tests on Lightweight Gypsum

(2014) A. Bouterf et al.   STRAIN

TomoPy: a framework for the analysis of synchrotron tomographic data

(2014) Dogˇa Gürsoy et al.   JOURNAL OF SYNCHROTRON RADIATION

The role of flaw size and fiber distribution on tensile ductility of PVA-ECC

(2013) Kamile Tosun-Felekoğlu et al.   COMPOSITES PART B-ENGINEERING

Rheology, fiber dispersion, and robust properties of Engineered Cementitious Composites

(2012) Mo Li et al.   MATERIALS AND STRUCTURES

Fiji: an open-source platform for biological-image analysis

(2012) Johannes Schindelin et al.   NATURE METHODS

A Comparison of MCC and CEN Error Measures in Multi-Class Prediction

(2012) Giuseppe Jurman et al.   PLoS One

Digital volume correlation: what are the limits to the spatial resolution?

(2012) Hugo Leclerc et al.   Mechanics & Industry

Tailoring ECC for Special Attributes: A Review

(2012) Victor C. Li   International Journal of Concrete Structures and Materials

Nanoscale characterization of engineered cementitious composites (ECC)

(2010) Aaron Richard Sakulich et al.   CEMENT AND CONCRETE RESEARCH

Application of synchrotron microtomography for pore structure characterization of deteriorated cementitious materials due to leaching

(2009) T. Sugiyama et al.   CEMENT AND CONCRETE RESEARCH

Fiber-Bridging Constitutive Law of Engineered Cementitious Composites

(2008) En-Hua Yang et al.   Journal of Advanced Concrete Technology

Methods and applications of digital volume correlation

(2008) B K Bay   JOURNAL OF STRAIN ANALYSIS FOR ENGINEERING DESIGN

Three-dimensional image correlation from X-ray computed tomography of solid foam

(2007) Stéphane Roux et al.   COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING