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Intelligent Prediction Model and Application of Polymer Fracture Grouting Effect Based on Genetic Algorithm-Optimized Back Propagation Neural Network

https://doi.org/10.2139/ssrn.4656252
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Support vector machines applied to uniaxial compressive strength prediction of jet grouting columns
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Evolution of fractures in the excavation damaged zone of a deeply buried tunnel during TBM construction
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Artificial neural network optimized by differential evolution for predicting diameters of jet grouted columns
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Multiple Regression Model for the Prediction of Unconfined Compressive Strength of Jet Grout Columns
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A Genetic Algorithm (GA) based Load Balancing Strategy for Cloud Computing
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Application of ANN technique to predict the performance of solar collector systems - A review
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Prediction of the diameter of jet grouting columns with artificial neural networks
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A new prediction method for the rheological behavior of grout with bottom ash for jet grouting columns
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New methods based on back propagation (BP) and radial basis function (RBF) artificial neural networks (ANNs) for predicting the occurrence of haloketones in tap water
inferredcites →https://doi.org/10.1016/j.tust.2005.08.010openalex-extracted
Sealing narrow fractures with a Newtonian fluid: Model prediction for grouting verified by field study
inferredcites →https://doi.org/10.1016/j.tust.2017.02.005openalex-extracted
Predicting the grouting effect on leakage-induced tunnels and ground response in saturated soils
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A simplified model for predicting grout flow in fracture channels
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Penetrability prediction of microfine cement grout in granular soil using Artificial Intelligence techniques
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Numerical and experimental study of diffusion law of foamed polymer grout in fracture considering viscosity variation of slurry
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Experimental and practical investigation of reinforcement mechanism on permeable polymer in loose area of drainage pipeline
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Predicting jet-grout column diameter to mitigate the environmental impact using an artificial intelligence algorithm
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Numerical modeling of the transient hydrogeological response produced by tunnel construction in fractured bedrocks
inferredcites →https://doi.org/10.1016/s0886-7798(01)00004-9openalex-extracted
Numerical calculations for prediction of grout spread with account for filtration and varying aperture
inferredcites →https://doi.org/10.1061/(asce)gm.1943-5622.0000837openalex-extracted
Effect of a Fault Fracture Zone on the Stability of Tunnel-Surrounding Rock
inferredcites →https://doi.org/10.1061/(asce)gt.1943-5606.0000932openalex-extracted
Generalized Approach for Prediction of Jet Grout Column Diameter
inferredcites →https://doi.org/10.1080/19648189.2016.1194329openalex-extracted
Jet grouting column diameter prediction based on a data-driven approach
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The diameter of single, double and triple fluid jet grouting columns: prediction method and field trial results
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Developing Hybrid Machine Learning Models for Estimating the Unconfined Compressive Strength of Jet Grouting Composite: A Comparative Study
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Diffusion Model of Parallel Plate Crack Grouting Based on Foaming Expansion Characteristics of Polymer Slurry
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