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Employment (1)

Zhejiang Sci-Tech University: Hangzhou, Zhejiang, CN

2016-11-01 to present | Professor (School of Civil Engineering and Architecture)
Employment
Source: Self-asserted source
Shixue Liang

Education and qualifications (2)

University of California Los Angeles: Los Angeles, CA, US

2013-01-01 to 2016-12-31 | PhD (Civil Engineering)
Education
Source: Self-asserted source
Shixue Liang

Tongji University: Shanghai, CN

2009-09-01 to 2016-10-31 | PhD (Civil Engineering)
Qualification
Source: Self-asserted source
Shixue Liang

Professional activities (2)

China Civil Engineering Society: Beijing, Beijing, CN

2020-09-30 to present | member
Service
Source: Self-asserted source
Shixue Liang

Engineering Research Center of Precast Concrete of Zhejiang: Hangzhou, Zhejiang, CN

2018-06-10 to present (Civil Engineering)
Membership
Source: Self-asserted source
Shixue Liang

Funding (1)

基于多尺度损伤理论的RC板柱节点抗冲切分析方法研究

2019-01-01 to 2021-12-01 | Grant
National Natural Science Foundation of China (Beijing, CN)
GRANT_NUMBER:

51808499

Source: Self-asserted source
Shixue Liang via DimensionsWizard

Works (24)

Tree‐Based Pipeline Optimization‐Based Automated‐Machine Learning Model for Performance Prediction of Materials and Structures: Case Studies and UI Design

Structural Control and Health Monitoring
2024-01 | Journal article
Contributors: Shixue Liang; Zhengyu Fei; Junning Wu; Xing Lin; Donghui Yang
Source: check_circle
Crossref

Multi-Objective Optimization Design of FRP Reinforced Flat Slabs under Punching Shear by Using NGBoost-Based Surrogate Model

Buildings
2023-10-29 | Journal article
Contributors: Shixue Liang; Yiqing Cai; Zhengyu Fei; Yuanxie Shen
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Symbolic machine learning improved MCFT model for punching shear resistance of FRP-reinforced concrete slabs

Journal of Building Engineering
2023-06 | Journal article
Contributors: Shixue Liang; Yuanxie Shen; Xiangling Gao; Yiqing Cai; Zhengyu Fei
Source: check_circle
Crossref

Ensemble Machine-Learning-Based Prediction Models for the Compressive Strength of Recycled Powder Mortar

Materials
2023-01-06 | Journal article
Contributors: Zhengyu Fei; Shixue Liang; Yiqing Cai; Yuanxie Shen
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Explainable machine learning-based model for failure mode identification of RC flat slabs without transverse reinforcement

Engineering Failure Analysis
2022-11 | Journal article
Contributors: Yuanxie Shen; Linfeng Wu; Shixue Liang
Source: check_circle
Crossref

Reliability Analysis of RC Slab-Column Joints under Punching Shear Load Using a Machine Learning-Based Surrogate Model

Buildings
2022-10-20 | Journal article
Contributors: Lulu Shen; Yuanxie Shen; Shixue Liang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Modified Compression Field Theory Based Analytical Model of RC Slab-Column Joint without Punching Shear Reinforcement

Buildings
2022-02-17 | Journal article
Contributors: Linfeng Wu; Tiancan Huang; Yili Tong; Shixue Liang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Interpretable Machine Learning Models for Punching Shear Strength Estimation of FRP Reinforced Concrete Slabs

Crystals
2022-02-14 | Journal article
Contributors: Yuanxie Shen; Junhao Sun; Shixue Liang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

On-Site Experimental and Numerical Investigations of Latticed Girder Composite Slabs

Sustainability
2021-03 | Journal article | Author
Contributors: Xuefeng Zhang; Xiaodan Zhu; Zhongshu Xie; Yang Yang; Shixue Liang
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Experimental and Numerical Study of Lattice Girder Composite Slabs with Monolithic Joint

Crystals
2021-02 | Journal article | Author
Contributors: Xuefeng Zhang; Huiming Li; Shixue Liang; Hao Zhang
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Comparative investigation of two random medium models for concrete mesostructure

CMES - Computer Modeling in Engineering and Sciences
2020 | Journal article
EID:

2-s2.0-85085529338

Part of ISBN:

15261506 15261492

Contributors: Liang, S.; Xie, Z.; Huang, T.
Source: Self-asserted source
Shixue Liang via Scopus - Elsevier

Failure mode classification and bearing capacity prediction for reinforced concrete columns based on ensemble machine learning algorithm

Advanced Engineering Informatics
2020 | Journal article
EID:

2-s2.0-85086499827

Part of ISBN:

14740346

Contributors: Feng, D.-C.; Liu, Z.-T.; Wang, X.-D.; Jiang, Z.-M.; Liang, S.-X.
Source: Self-asserted source
Shixue Liang via Scopus - Elsevier

Investigation of Modeling Strategies for Progressive Collapse Analysis of RC Frame Structures

Journal of Performance of Constructed Facilities
2019 | Journal article
EID:

2-s2.0-85071637742

Part of ISBN:

08873828

Contributors: Feng, D.-C.; Xie, S.-C.; Ning, C.-L.; Liang, S.-X.
Source: Self-asserted source
Shixue Liang via Scopus - Elsevier

Physical mechanism of concrete damage under compression

Materials
2019 | Journal article
EID:

2-s2.0-85074279901

Part of ISBN:

19961944

Contributors: Liu, H.; Ren, X.; Liang, S.; Li, J.
Source: Self-asserted source
Shixue Liang via Scopus - Elsevier

A mesh-size-objective modeling of quasi-brittle material using micro-cell informed damage law

International Journal of Damage Mechanics
2018 | Journal article
EID:

2-s2.0-85043354440

Part of ISBN:

15307921 10567895

Contributors: Liang, S.; Ren, X.; Li, J.
Source: Self-asserted source
Shixue Liang via Scopus - Elsevier

A two-phase random medium model for simulating the failure process of concrete

Gongcheng Lixue/Engineering Mechanics
2018 | Journal article
EID:

2-s2.0-85045722870

Part of ISBN:

10004750

Contributors: Liang, S.-X.; Li, J.
Source: Self-asserted source
Shixue Liang via Scopus - Elsevier

Correction to: A damage analysis for brittle materials using stochastic micro-structural information (Computational Mechanics, (2016), 57, 3, (371-385), 10.1007/s00466-015-1247-x)

Computational Mechanics
2018 | Journal article
EID:

2-s2.0-85042539324

Part of ISBN:

01787675

Contributors: Lin, S.-P.; Chen, J.-S.; Liang, S.
Source: Self-asserted source
Shixue Liang via Scopus - Elsevier

A Multi-scale Analysis-based Stochastic Damage Model of Concrete

Tongji Daxue Xuebao/Journal of Tongji University
2017 | Journal article
EID:

2-s2.0-85037812746

Part of ISBN:

0253374X

Contributors: Liang, S.; Li, J.; Yu, F.
Source: Self-asserted source
Shixue Liang via Scopus - Elsevier

Numerical investigation of statistical variation of concrete damage properties between scales

International Journal of Fracture
2017 | Journal article
EID:

2-s2.0-85020296323

Part of ISBN:

15732673 03769429

Contributors: Liang, S.; Chen, J.-S.; Li, J.; Lin, S.-P.; Chi, S.-W.; Hillman, M.; Roth, M.; Heard, W.
Source: Self-asserted source
Shixue Liang via Scopus - Elsevier

Transient deformation and heat generation of solid polyurethane under impact compression

Polymer Testing
2017 | Journal article
EID:

2-s2.0-85019738211

Part of ISBN:

01429418

Contributors: Pan, Z.; Xiong, J.; Liang, S.; Zou, M.
Source: Self-asserted source
Shixue Liang via Scopus - Elsevier

A damage analysis for brittle materials using stochastic micro-structural information

Computational Mechanics
2016 | Journal article
EID:

2-s2.0-84961124074

Part of ISBN:

01787675

Contributors: Lin, S.-P.; Chen, J.-S.; Liang, S.
Source: Self-asserted source
Shixue Liang via Scopus - Elsevier

Simulation of two-phase random field by stochastic harmonic functions

Tongji Daxue Xuebao/Journal of Tongji University
2016 | Journal article
EID:

2-s2.0-84987866679

Part of ISBN:

0253374X

Contributors: Liang, S.; Ren, X.; Li, J.
Source: Self-asserted source
Shixue Liang via Scopus - Elsevier

A random medium model for simulation of concrete failure

Science China Technological Sciences
2013 | Journal article
EID:

2-s2.0-84877823392

Part of ISBN:

16747321 1862281X

Contributors: Liang, S.; Ren, X.; Li, J.
Source: Self-asserted source
Shixue Liang via Scopus - Elsevier

Simulation of multi-dimensional random fields by stochastic harmonic functions

Tongji Daxue Xuebao/Journal of Tongji University
2012 | Journal article
EID:

2-s2.0-84866001224

Part of ISBN:

0253374X

Contributors: Liang, S.; Sun, W.; Li, J.
Source: Self-asserted source
Shixue Liang via Scopus - Elsevier

Peer review (29 reviews for 12 publications/grants)

Review activity for Advances in engineering software (1)
Review activity for ASCE-ASME journal of risk and uncertainty in engineering systems. (1)
Review activity for Case studies in construction materials. (8)
Review activity for Computers and geotechnics. (1)
Review activity for Engineering structures. (9)
Review activity for International journal of mechanical sciences. (1)
Review activity for Journal of environmental chemical engineering. (1)
Review activity for Machine learning with applications. (1)
Review activity for Reliability engineering & systems safety. (1)
Review activity for Results in engineering. (3)
Review activity for Structures. (1)
Review activity for Sustainable cities and society. (1)