Search Results - "Huang, Jiandong"
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Optimization of SVR functions for flyrock evaluation in mine blasting operations
Published in Environmental earth sciences (01-09-2022)“…This study introduces a new model to determine the critical flyrock event in mines. The flyrock was predicted and optimized using a field database including…”
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2
Intelligently predict the rock joint shear strength using the support vector regression and firefly algorithm
Published in Lithosphere (2021)“…To propose an effective and reasonable excavation plan for rock joints to control the overall stability of the surrounding rock mass and predict and prevent…”
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3
A combination of fuzzy Delphi method and hybrid ANN-based systems to forecast ground vibration resulting from blasting
Published in Scientific reports (10-11-2020)“…This study presents a new input parameter selection and modeling procedure in order to control and predict peak particle velocity (PPV) values induced by mine…”
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4
Recent progress in development of new sonosensitizers for sonodynamic cancer therapy
Published in Drug discovery today (01-04-2014)“…•Photodynamic therapy (PDT) suffers from the major shortcoming derived from the limited penetrability of visible light.•Sonodynamic therapy (SDT) is deemed to…”
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Discontinuous Galerkin method for solving viscoacoustic wave equations with amplitude dissipation and phase dispersion separation in isotropic and anisotropic media
Published in Geophysical journal international (01-12-2023)“…SUMMARY The standard-linear-solid (SLS) theory works well for viscoelasticity. However, the coupling of amplitude dissipation and phase dispersion makes it…”
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Developing Hybrid Machine Learning Models to Determine the Dynamic Modulus (E) of Asphalt Mixtures Using Parameters in Witczak 1-40D Model: A Comparative Study
Published in Materials (27-02-2022)“…To characterize the dynamic modulus (E*) of the asphalt mixtures more accurately, a comparative study was shown in this paper, combining six ML models (BP,…”
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Body Mass Index Differences in the Gut Microbiota Are Gender Specific
Published in Frontiers in microbiology (22-06-2018)“…The gut microbiota is increasingly recognized as playing an important role in the development of obesity, but the influence of gender remains elusive. Using a…”
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Predicting the Permeability of Pervious Concrete Based on the Beetle Antennae Search Algorithm and Random Forest Model
Published in Advances in civil engineering (01-01-2020)“…Pervious concrete is an environmentally friendly material that improves water permeability, skid resistance, and sound absorption characteristics. Permeability…”
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Underground Mine Safety and Health: A Hybrid MEREC-CoCoSo System for the Selection of Best Sensor
Published in Sensors (Basel, Switzerland) (17-02-2024)“…This research addresses the paramount issue of enhancing safety and health conditions in underground mines through the selection of optimal sensor…”
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Numerical dispersion and dissipation of the triangle-based discontinuous Galerkin method for acoustic and elastic velocity-stress equations
Published in Computers & geosciences (01-02-2022)“…In this work, we present the numerical dispersion and dissipation analyses of the triangle-based discontinuous Galerkin method (DGM) for acoustic and elastic…”
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Effect of Modifiers on the Rutting, Moisture-Induced Damage, and Workability Properties of Hot Mix Asphalt Mixtures
Published in Applied sciences (01-10-2020)“…The present study aims to examine the effect of modifiers (Styrene-Butadiene-Styrene and crumb rubber) on the rutting, moisture-induced damage, and workability…”
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Compressive and tensile strength estimation of sustainable geopolymer concrete using contemporary boosting ensemble techniques
Published in Reviews on advanced materials science (30-05-2024)“…Geopolymer concrete (GPC) serves as an environmentally conscious alternative to traditional concrete, offering a sustainable solution for construction needs…”
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Towards Designing Durable Sculptural Elements: Ensemble Learning in Predicting Compressive Strength of Fiber-Reinforced Nano-Silica Modified Concrete
Published in Buildings (Basel) (01-02-2024)“…Fiber-reinforced nano-silica concrete (FrRNSC) was applied to a concrete sculpture to address the issue of brittle fracture, and the primary objective of this…”
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Prediction of the Compressive Strength for Cement-Based Materials with Metakaolin Based on the Hybrid Machine Learning Method
Published in Materials (13-05-2022)“…Cement-based materials are widely used in construction engineering because of their excellent properties. With the continuous improvement of the functional…”
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Influence Factors in the Wide Application of Alkali-Activated Materials: A Critical Review about Efflorescence
Published in Materials (01-09-2022)“…Applications related to alkali-activated materials (AAMs) have received much attention due to their excellent mechanical properties and low-energy production…”
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Strength Reduction Due to Acid Attack in Cement Mortar Containing Waste Eggshell and Glass: A Machine Learning-Based Modeling Study
Published in Buildings (Basel) (01-01-2024)“…The present study utilized machine learning (ML) techniques to investigate the effects of eggshell powder (ESP) and recycled glass powder (RGP) on cement…”
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Estimating the Compressive Strength of Cement-Based Materials with Mining Waste Using Support Vector Machine, Decision Tree, and Random Forest Models
Published in Advances in civil engineering (2021)“…To estimate the compressive strength of cement-based materials with mining waste, the dataset based on a series of experimental studies was constructed. The…”
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18
Development of a prior model to predict the cracking performance of asphalt mixture in general for asphalt material selection and mix design
Published in The international journal of pavement engineering (06-12-2023)“…The main objective of this proposed study is to explore the correlations between the performance parameters measured from the state-of-practice mixture…”
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Intelligent Design of Building Materials: Development of an AI-Based Method for Cement-Slag Concrete Design
Published in Materials (27-05-2022)“…Cement-slag concrete has become one of the most widely used building materials considering its economical advantage and satisfying uniaxial compressive…”
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Viscoelastic Analysis of the Damping Asphalt Mixtures (DAMs) Made with a High Content of Asphalt Rubber (AR)
Published in Advances in civil engineering (2020)“…Damping asphalt mixtures (DAMs) have been developed to resist vibration and noise caused by traffic loads, and the ultimate design goal in this process is to…”
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