Research graph
References from Fresh-State Properties and Machine-Learning Prediction of Sulfoaluminate Cement Grout for Water-Rich Tunnels. Local targets link to admitted publications; unresolved targets remain external evidence.
Safety risk management of underground engineering in China: Progress, challenges and strategies
10.1016/j.jrmge.2016.04.001 · 2016 · External reference
Prevention and treatment technologies of railway tunnel water inrush and mud gushing in China
10.1016/j.jrmge.2013.07.009 · 2013 · External reference
Protection against water or mud inrush in tunnels by grouting: A review
10.1016/j.jrmge.2016.05.002 · 2016 · External reference
Formulation and performance of grouting materials for underwater shield tunnel construction in karst ground
10.1016/j.conbuildmat.2018.07.054 · 2018 · External reference
Investigation and practical application of a new cementitious anti-washout grouting material
10.1016/j.conbuildmat.2019.07.057 · 2019 · External reference
Anti-washout concrete: An overview
10.1016/j.conbuildmat.2022.128151 · 2022 · External reference
Simple field tests to characterize fluidity and washout resistance of structural cement grout
10.1520/cca10448j · 1998 · External reference
Experiment design to evaluate interaction of high-range water-reducer and anti-washout admixture in high-performance cement grout
10.1016/s0008-8846(01)00496-3 · 2001 · External reference
Development of two new anti-washout grouting materials using multi-way ANOVA in conjunction with grey relational analysis
10.1016/j.conbuildmat.2017.08.126 · 2017 · External reference
Ultra-stable anti-washout cement grout achieved by super water absorbing villus-like nanocomposite hydrogel
10.1016/j.conbuildmat.2021.124035 · 2021 · External reference
Enhancing anti-washout behavior of cement paste by polyacrylamide gelation: From floc properties to mechanism
10.1016/j.cemconcomp.2022.104887 · 2023 · External reference
Viscosity modifying agents: Key components of advanced cement-based materials with adapted rheology
10.1016/j.cemconres.2021.106646 · 2022 · External reference
High-performance cement matrices based on calcium sulfoaluminate-belite compositions
10.1016/s0008-8846(01)00649-4 · 2001 · External reference
Industrially interesting approaches to low-CO2 cements
10.1016/j.cemconres.2004.01.021 · 2004 · External reference
Hydration of calcium sulfoaluminate cements: Experimental findings and thermodynamic modelling
10.1016/j.cemconres.2009.08.014 · 2010 · External reference
Properties of a ternary calcium sulfoaluminate-calcium sulfate-fly ash cement
10.1016/j.cemconres.2013.09.015 · 2014 · External reference
Strengthening effect of sulphoaluminate cementitious grouting material for water-bearing broken rocky stratum
10.1016/j.conbuildmat.2023.130390 · 2023 · External reference
Experimental study on sulfoaluminate cement-based grout
10.13168/cs.2020.0014 · 2020 · External reference
Experimental study on performance of cement-based grouts admixed with fly ash, bentonite, superplasticizer and water glass
10.1016/j.conbuildmat.2017.11.034 · 2018 · External reference
Development of steel slag composite grouts for underground engineering
10.1016/j.jmrt.2020.01.014 · 2020 · External reference
Cellulose ethers influence on water retention and consistency in cement-based mortars
10.1016/j.cemconres.2010.09.004 · 2011 · External reference
HPMC and HEMC influence on cement hydration
10.1016/j.cemconres.2005.08.003 · 2006 · External reference
Water retention mechanism of cellulose ethers in calcium sulfoaluminate cement-based materials
10.1016/j.conbuildmat.2021.124118 · 2021 · External reference
Influence of cellulose ethers chemistry and substitution degree on the setting and early-stage hydration of calcium sulphoaluminate cement
10.1016/j.conbuildmat.2022.128266 · 2022 · External reference
Performance characteristics of cement grouts made with various combinations of high-range water reducer and cellulose-based viscosity modifier
10.1016/s0008-8846(03)00214-x · 2003 · External reference
Impact of zeta potential of early cement hydration phases on superplasticizer adsorption
10.1016/j.cemconres.2007.01.007 · 2007 · External reference
Evaluating the variability of the modulus of elasticity of concrete through the use of different types and batches of aggregate
2021 · External reference
Machine learning prediction of mechanical properties of concrete: Critical review
10.1016/j.conbuildmat.2020.119889 · 2020 · External reference
Cement-based grouting material development and prediction of material properties using PSO-RBF machine learning
10.1016/j.conbuildmat.2024.135328 · 2024 · External reference
Design optimization of cement grouting material based on adaptive boosting algorithm and simplicial homology global optimization
10.1016/j.jobe.2022.104049 · 2022 · External reference
Optimal formulation design of polymer-modified cement-based grouting material for loose deposits
10.1016/j.conbuildmat.2020.120513 · 2020 · External reference
Multi-objective optimization of concrete mixture proportions using machine learning and metaheuristic algorithms
10.1016/j.conbuildmat.2020.119208 · 2020 · External reference
Design of sustainable mortar incorporating construction and demolition waste through adaptive experiments accelerated by machine learning
10.1016/j.rineng.2025.104264 · 2025 · External reference
10.1186/1471-2105-7-91
10.1186/1471-2105-7-91 · External reference
Unresolved reference
External reference
Predictive inference with the Jackknife+
10.1214/20-aos1965 · 2021 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
Unresolved reference
External reference
Rheology, setting time, and compressive strength of Class F fly ash-based geopolymer binder containing ordinary Portland cement
2022 · External reference
10.3390/ma15165775
10.3390/ma15165775 · External reference
High-volume fly ash-based cementitious composites as sustainable materials: An overview of recent advances
10.1155/2021/4976169 · 2021 · External reference
Influence of fly ash on the hydration of calcium sulfoaluminate cement
10.1016/j.cemconres.2017.02.030 · 2017 · External reference
Calcium sulfoaluminate cementitious materials with steel slag and calcined phosphogypsum: Hydration and physico-mechanical properties
10.1016/j.conbuildmat.2024.139795 · 2025 · External reference
Effects of retarding admixture, superplasticizer and supplementary cementitious material on the rheology and mechanical properties of high strength calcium sulfoaluminate cement paste
10.3151/jact.18.17 · 2020 · External reference
10.3390/ma14030662
10.3390/ma14030662 · External reference
Influence of water-cement ratio and type of mixing water on the early hydration performance of calcium sulphoaluminate cement
10.1155/2021/5557763 · 2021 · External reference
10.3390/su17104269
10.3390/su17104269 · External reference
Influence of cellulose ethers structure on mechanical strength of calcium sulphoaluminate cement mortar
10.1016/j.conbuildmat.2021.124514 · 2021 · External reference
10.3390/molecules26082136
10.3390/molecules26082136 · External reference
Experimental study on mix proportion design of anti-washout grout with cellulose ether mixed
10.3130/aijt.29.1209 · 2023 · External reference
Ridge regression: Biased estimation for nonorthogonal problems
10.1080/00401706.1970.10488634 · 1970 · External reference
Support vector regression machines
1997 · External reference
An introduction to kernel and nearest-neighbor nonparametric regression
10.1080/00031305.1992.10475879 · 1992 · External reference
Unresolved reference
External reference
Random forests
10.1023/a:1010933404324 · 2001 · External reference
Extremely randomized trees
10.1007/s10994-006-6226-1 · 2006 · External reference
Greedy function approximation: A gradient boosting machine
10.1214/aos/1013203451 · 2001 · External reference
Multi-objective optimization of concrete mix design based on machine learning
10.1016/j.jobe.2023.107396 · 2023 · External reference
Uncertainty prediction for machine learning models of material properties
10.1021/acsomega.1c03752 · 2021 · External reference
Extremely randomized trees
10.1007/s10994-006-6226-1 · ExternalCitation · doi-reference
Enhancing anti-washout behavior of cement paste by polyacrylamide gelation: From floc properties to mechanism
10.1016/j.cemconcomp.2022.104887 · ExternalCitation · doi-reference
Industrially interesting approaches to low-CO2 cements
10.1016/j.cemconres.2004.01.021 · ExternalCitation · doi-reference
HPMC and HEMC influence on cement hydration
10.1016/j.cemconres.2005.08.003 · ExternalCitation · doi-reference
Impact of zeta potential of early cement hydration phases on superplasticizer adsorption
10.1016/j.cemconres.2007.01.007 · ExternalCitation · doi-reference
Hydration of calcium sulfoaluminate cements: Experimental findings and thermodynamic modelling
10.1016/j.cemconres.2009.08.014 · ExternalCitation · doi-reference
Cellulose ethers influence on water retention and consistency in cement-based mortars
10.1016/j.cemconres.2010.09.004 · ExternalCitation · doi-reference
Properties of a ternary calcium sulfoaluminate-calcium sulfate-fly ash cement
10.1016/j.cemconres.2013.09.015 · ExternalCitation · doi-reference
Influence of fly ash on the hydration of calcium sulfoaluminate cement
10.1016/j.cemconres.2017.02.030 · ExternalCitation · doi-reference
Viscosity modifying agents: Key components of advanced cement-based materials with adapted rheology
10.1016/j.cemconres.2021.106646 · ExternalCitation · doi-reference
Development of two new anti-washout grouting materials using multi-way ANOVA in conjunction with grey relational analysis
10.1016/j.conbuildmat.2017.08.126 · ExternalCitation · doi-reference
Experimental study on performance of cement-based grouts admixed with fly ash, bentonite, superplasticizer and water glass
10.1016/j.conbuildmat.2017.11.034 · ExternalCitation · doi-reference
Formulation and performance of grouting materials for underwater shield tunnel construction in karst ground
10.1016/j.conbuildmat.2018.07.054 · ExternalCitation · doi-reference
Investigation and practical application of a new cementitious anti-washout grouting material
10.1016/j.conbuildmat.2019.07.057 · ExternalCitation · doi-reference
Multi-objective optimization of concrete mixture proportions using machine learning and metaheuristic algorithms
10.1016/j.conbuildmat.2020.119208 · ExternalCitation · doi-reference
Machine learning prediction of mechanical properties of concrete: Critical review
10.1016/j.conbuildmat.2020.119889 · ExternalCitation · doi-reference
Optimal formulation design of polymer-modified cement-based grouting material for loose deposits
10.1016/j.conbuildmat.2020.120513 · ExternalCitation · doi-reference
Ultra-stable anti-washout cement grout achieved by super water absorbing villus-like nanocomposite hydrogel
10.1016/j.conbuildmat.2021.124035 · ExternalCitation · doi-reference
Water retention mechanism of cellulose ethers in calcium sulfoaluminate cement-based materials
10.1016/j.conbuildmat.2021.124118 · ExternalCitation · doi-reference
Influence of cellulose ethers structure on mechanical strength of calcium sulphoaluminate cement mortar
10.1016/j.conbuildmat.2021.124514 · ExternalCitation · doi-reference
Anti-washout concrete: An overview
10.1016/j.conbuildmat.2022.128151 · ExternalCitation · doi-reference
Influence of cellulose ethers chemistry and substitution degree on the setting and early-stage hydration of calcium sulphoaluminate cement
10.1016/j.conbuildmat.2022.128266 · ExternalCitation · doi-reference
Strengthening effect of sulphoaluminate cementitious grouting material for water-bearing broken rocky stratum
10.1016/j.conbuildmat.2023.130390 · ExternalCitation · doi-reference
Cement-based grouting material development and prediction of material properties using PSO-RBF machine learning
10.1016/j.conbuildmat.2024.135328 · ExternalCitation · doi-reference
Calcium sulfoaluminate cementitious materials with steel slag and calcined phosphogypsum: Hydration and physico-mechanical properties
10.1016/j.conbuildmat.2024.139795 · ExternalCitation · doi-reference
Development of steel slag composite grouts for underground engineering
10.1016/j.jmrt.2020.01.014 · ExternalCitation · doi-reference
Design optimization of cement grouting material based on adaptive boosting algorithm and simplicial homology global optimization
10.1016/j.jobe.2022.104049 · ExternalCitation · doi-reference
Multi-objective optimization of concrete mix design based on machine learning
10.1016/j.jobe.2023.107396 · ExternalCitation · doi-reference
Prevention and treatment technologies of railway tunnel water inrush and mud gushing in China
10.1016/j.jrmge.2013.07.009 · ExternalCitation · doi-reference
Safety risk management of underground engineering in China: Progress, challenges and strategies
10.1016/j.jrmge.2016.04.001 · ExternalCitation · doi-reference
Protection against water or mud inrush in tunnels by grouting: A review
10.1016/j.jrmge.2016.05.002 · ExternalCitation · doi-reference
Design of sustainable mortar incorporating construction and demolition waste through adaptive experiments accelerated by machine learning
10.1016/j.rineng.2025.104264 · ExternalCitation · doi-reference
Experiment design to evaluate interaction of high-range water-reducer and anti-washout admixture in high-performance cement grout
10.1016/s0008-8846(01)00496-3 · ExternalCitation · doi-reference
High-performance cement matrices based on calcium sulfoaluminate-belite compositions
10.1016/s0008-8846(01)00649-4 · ExternalCitation · doi-reference
Performance characteristics of cement grouts made with various combinations of high-range water reducer and cellulose-based viscosity modifier
10.1016/s0008-8846(03)00214-x · ExternalCitation · doi-reference
Uncertainty prediction for machine learning models of material properties
10.1021/acsomega.1c03752 · ExternalCitation · doi-reference
Random forests
10.1023/a:1010933404324 · ExternalCitation · doi-reference
An introduction to kernel and nearest-neighbor nonparametric regression
10.1080/00031305.1992.10475879 · ExternalCitation · doi-reference
Ridge regression: Biased estimation for nonorthogonal problems
10.1080/00401706.1970.10488634 · ExternalCitation · doi-reference
High-volume fly ash-based cementitious composites as sustainable materials: An overview of recent advances
10.1155/2021/4976169 · ExternalCitation · doi-reference
Influence of water-cement ratio and type of mixing water on the early hydration performance of calcium sulphoaluminate cement
10.1155/2021/5557763 · ExternalCitation · doi-reference
10.1186/1471-2105-7-91
10.1186/1471-2105-7-91 · ExternalCitation · doi-reference
Predictive inference with the Jackknife+
10.1214/20-aos1965 · ExternalCitation · doi-reference
Greedy function approximation: A gradient boosting machine
10.1214/aos/1013203451 · ExternalCitation · doi-reference
Experimental study on sulfoaluminate cement-based grout
10.13168/cs.2020.0014 · ExternalCitation · doi-reference
Simple field tests to characterize fluidity and washout resistance of structural cement grout
10.1520/cca10448j · ExternalCitation · doi-reference
Experimental study on mix proportion design of anti-washout grout with cellulose ether mixed
10.3130/aijt.29.1209 · ExternalCitation · doi-reference
Effects of retarding admixture, superplasticizer and supplementary cementitious material on the rheology and mechanical properties of high strength calcium sulfoaluminate cement paste
10.3151/jact.18.17 · ExternalCitation · doi-reference
10.3390/ma14030662
10.3390/ma14030662 · ExternalCitation · doi-reference
10.3390/ma15165775
10.3390/ma15165775 · ExternalCitation · doi-reference
10.3390/molecules26082136
10.3390/molecules26082136 · ExternalCitation · doi-reference
10.3390/su17104269
10.3390/su17104269 · ExternalCitation · doi-reference
