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Microstructure-informed deep convolutional neural network for predicting short-term creep modulus of cement paste

Cement and concrete research, 2022-02, Vol.152, p.106681, Article 106681

2022

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A discrete lattice model for assessment of buildability performance of 3D‐printed concrete

Computer-aided civil and infrastructure engineering, 2021-05, Vol.36 (5), p.638-655

2021

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Micro-Mechanical Properties of Slag Rim Formed in Cement–Slag System Evaluated by Nanoindentation Combined with SEM

Materials, 2022-09, Vol.15 (18), p.6347

2022

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Predicting micromechanical properties of cement paste from backscattered electron (BSE) images by computer vision

Materials & design, 2023-05, Vol.229, p.111905, Article 111905

2023

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Modeling of microstructural effects on the creep of hardened cement paste using an experimentally informed lattice model

Computer-aided civil and infrastructure engineering, 2021-05, Vol.36 (5), p.560-576

2021

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Static and Fatigue Tests on Cementitious Cantilever Beams Using Nanoindenter

Micromachines (Basel), 2018-11, Vol.9 (12), p.630

2018

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Elucidating the Effect of Accelerated Carbonation on Porosity and Mechanical Properties of Hydrated Portland Cement Paste Using X-Ray Tomography and Advanced Micromechanical Testing

Micromachines (Basel), 2020-04, Vol.11 (5), p.471

2020

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Interpretable Ensemble-Machine-Learning models for predicting creep behavior of concrete

Cement & concrete composites, 2022-01, Vol.125, p.104295, Article 104295

2022

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Effect of MgO content on the quantitative role of hydrotalcite-like phase in a cement-slag system during carbonation

Cement & concrete composites, 2022-11, Vol.134, p.104765, Article 104765

2022

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Combined experimental and numerical study of uniaxial compression failure of hardened cement paste at micrometre length scale

Cement and concrete research, 2019-12, Vol.126, p.105925, Article 105925

2019

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Effect of printing parameters on interlayer bond strength of 3D printed limestone-calcined clay-based cementitious materials: An experimental and numerical study

Construction & building materials, 2020-11, Vol.262, p.120094, Article 120094

2020

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Cementitious composites reinforced with 3D printed functionally graded polymeric lattice structures: Experiments and modelling

Additive manufacturing, 2021-03, Vol.39, p.101887, Article 101887

2021

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Mesoscopic simulation of the mechanical behaviour of foam concrete subjected to large compressive deformation

Construction & building materials, 2024-03, Vol.418, p.135367, Article 135367

2024

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Experimentally-informed lattice model to simulate the fiber pull-out behavior at the microscale

Construction & building materials, 2024-07, Vol.436, Article 136839

2024

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Microstructure informed micromechanical modelling of hydrated cement paste: Techniques and challenges

Construction & building materials, 2020-08, Vol.251, p.118983, Article 118983

2020

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A review of printing strategies, sustainable cementitious materials and characterization methods in the context of extrusion-based 3D concrete printing

Journal of Building Engineering, 2022-01, Vol.45, p.103599, Article 103599

2022

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Experimentally validated meso-scale fracture modelling of mortar using output from micromechanical models

Cement & concrete composites, 2020-07, Vol.110, p.103567, Article 103567

2020

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Experimental Study and Numerical Modeling of the Solidification Capacity of Chloride Ions in Alkali-Activated Slag Cement Exposed to Sodium Chloride

ACS sustainable chemistry & engineering, 2024-05, Vol.12 (21), p.8104-8114

2024

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Experimentally informed fracture modelling of interfacial transition zone at micro-scale

Cement & concrete composites, 2019-11, Vol.104, p.103383, Article 103383

2019

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Experimental investigation of the short-term creep recovery of hardened cement paste at micrometre length scale

Cement and concrete research, 2021-11, Vol.149, p.106562, Article 106562

2021

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Flexural strength and fatigue properties of interfacial transition zone at the microscale

Cement & concrete composites, 2022-10, Vol.133, p.104717, Article 104717

2022

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Two scale models for fracture behaviours of cementitious materials subjected to static and cyclic loadings

Construction & building materials, 2024-05, Vol.426, p.136107, Article 136107

2024

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Assessing strain rate sensitivity of cement paste at the micro-scale through micro-cantilever testing

Cement & concrete composites, 2021-08, Vol.121, p.104084, Article 104084

2021

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Predicting early‐age stress evolution in restrained concrete by thermo‐chemo‐mechanical model and active ensemble learning

Computer-aided civil and infrastructure engineering, 2022-11, Vol.37 (14), p.1809-1833

2022

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Stress evolution in restrained GGBFS concrete due to autogenous deformation: bayesian optimization of aging creep

Construction & building materials, 2022-03, Vol.324, p.126690, Article 126690

2022

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Microstructure-informed deep convolutional neural network for predicting short-term creep modulus of cement paste

A discrete lattice model for assessment of buildability performance of 3D‐printed concrete

Micro-Mechanical Properties of Slag Rim Formed in Cement–Slag System Evaluated by Nanoindentation Combined with SEM

Predicting micromechanical properties of cement paste from backscattered electron (BSE) images by computer vision

Modeling of microstructural effects on the creep of hardened cement paste using an experimentally informed lattice model

Static and Fatigue Tests on Cementitious Cantilever Beams Using Nanoindenter

Elucidating the Effect of Accelerated Carbonation on Porosity and Mechanical Properties of Hydrated Portland Cement Paste Using X-Ray Tomography and Advanced Micromechanical Testing

Interpretable Ensemble-Machine-Learning models for predicting creep behavior of concrete

Effect of MgO content on the quantitative role of hydrotalcite-like phase in a cement-slag system during carbonation

Combined experimental and numerical study of uniaxial compression failure of hardened cement paste at micrometre length scale

Effect of printing parameters on interlayer bond strength of 3D printed limestone-calcined clay-based cementitious materials: An experimental and numerical study

Cementitious composites reinforced with 3D printed functionally graded polymeric lattice structures: Experiments and modelling

Mesoscopic simulation of the mechanical behaviour of foam concrete subjected to large compressive deformation

Experimentally-informed lattice model to simulate the fiber pull-out behavior at the microscale

Microstructure informed micromechanical modelling of hydrated cement paste: Techniques and challenges

A review of printing strategies, sustainable cementitious materials and characterization methods in the context of extrusion-based 3D concrete printing

Experimentally validated meso-scale fracture modelling of mortar using output from micromechanical models

Experimental Study and Numerical Modeling of the Solidification Capacity of Chloride Ions in Alkali-Activated Slag Cement Exposed to Sodium Chloride

Experimentally informed fracture modelling of interfacial transition zone at micro-scale

Experimental investigation of the short-term creep recovery of hardened cement paste at micrometre length scale

Flexural strength and fatigue properties of interfacial transition zone at the microscale

Two scale models for fracture behaviours of cementitious materials subjected to static and cyclic loadings

Assessing strain rate sensitivity of cement paste at the micro-scale through micro-cantilever testing

Predicting early‐age stress evolution in restrained concrete by thermo‐chemo‐mechanical model and active ensemble learning

Stress evolution in restrained GGBFS concrete due to autogenous deformation: bayesian optimization of aging creep

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