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CMP
Credit: Jack Hobhouse

Dr Minfei Liang

Postdoctoral researcher in AI-enhanced zero-emission buildings

Sub department

  • Condensed Matter Physics
minfei.liang@physics.ox.ac.uk
Clarendon Laboratory
  • About
  • Publications

Conditional generative AI for high-fidelity synthesis of hydrating cementitious microstructures

Materials & Design Elsevier BV 256 (2025) 114251

Authors:

Minfei Liang, Kun Feng, Jinbao Xie, Yuyang Wei, Sonia Contera, Erik Schlangen, Branko Šavija
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Generation of cement paste microstructure using machine learning models

Developments in the Built Environment Elsevier 21 (2025) 100624

Authors:

Minfei Liang, Kun Feng, Shan He, Yidong Gan, Yu Zhang, Erik Schlangen, Branko Šavija
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Real-time monitoring of static elastic modulus evolution in hardening concrete through longitudinal-wave velocity changes retrieved by the stretching technique

Construction and Building Materials Elsevier 453 (2024) 139086

Authors:

Hao Cheng, Minfei Liang
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Efficiently assessing the early-age cracking risk of cementitious materials with a mini temperature stress testing machine

Cement and Concrete Composites 153 (2024)

Authors:

M Liang, Z Chang, P Holthuizen, Y Chen, S He, E Schlangen, B Šavija

Abstract:

Temperature Stress Testing Machine (TSTM) is a universal testing tool for many properties relevant to early-age cracking of cementitious materials. However, the complexity of TSTMs require heavy lab work and thus hinders a more thorough parametric study on a range of cementitious materials. This study presents the development and validation of a Mini-TSTM for efficiently testing the autogenous deformation (AD), viscoelastic properties, and their combined results, the early-age stress (EAS). The setup was validated through systematic tests of EAS, AD, elastic modulus, and creep. Besides, the heating/cooling capability of the setup was examined by tests of coefficient of thermal expansion by temperature cycles. The results of EAS correspond well to that of AD, which qualitatively validates the developed setup. To quantitatively validate the setup, a classical viscoelastic model was built, based on the scenario of a 1-D uniaxial restraint test, to predict the EAS results with the tested AD, elastic modulus, and creep of the same cementitious material as the input. The predicted EAS matched the testing results of Mini-TSTM with good accuracy in 6 different cases. The viscoelastic model also provided quantitative explanations for why variations in early AD do not influence the EAS results. The testing and modelling results together validate the developed Mini-TSTM setup as an efficient tool for studying early-age cracking of cementitious materials. At the end, the potential limitations of the Mini-TSTM are discussed and its applicability for concrete with aggregate size up to 22 mm is demonstrated.
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Two scale models for fracture behaviours of cementitious materials subjected to static and cyclic loadings

Construction and Building Materials 426 (2024)

Authors:

Y Gan, M Liang, E Schlangen, K van Breugel, B Šavija

Abstract:

This study employs a lattice fracture model to simulate static and fatigue fracture behaviour of Interfacial Transition Zone (ITZ) at microscale and mortar at mesoscale. The heterogeneous microstructure of ITZ and mesostructure of mortar are explicitly considered in the models. The initial step involves calibrating and validating the microscopic model of the ITZ through micro-cantilever bending tests. Subsequently, this validated ITZ model serves as a constitutive law to simulate the fracture behavior of mortar at the mesoscale using an uncoupled upscaling method. The influence of microstructural features, such as w/c ratio and microscopic roughness, on the fracture behaviour of ITZ is investigated. Moreover, the effect of ITZ properties and stress level on the fracture performance and fatigue damage evolution of mortar is also studied. The simulation results for both the ITZ and mortar demonstrate good agreement with experimental results. The proposed two models provide insights into the fracture mechanisms and fatigue damage evolution in cementitious materials subjected to static and cyclic loadings.
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