Displacement prediction of Jiuxianping landslide using gated recurrent unit (GRU) networks
出版年份 2022 全文链接
标题
Displacement prediction of Jiuxianping landslide using gated recurrent unit (GRU) networks
作者
关键词
-
出版物
Acta Geotechnica
Volume 17, Issue 4, Pages 1367-1382
出版商
Springer Science and Business Media LLC
发表日期
2022-04-08
DOI
10.1007/s11440-022-01495-8
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Slope stability prediction using ensemble learning techniques: A case study in Yunyang County, Chongqing, China
- (2022) Wengang Zhang et al. Journal of Rock Mechanics and Geotechnical Engineering
- Susceptibility assessment for rainfall-induced landslides using a revised logistic regression method
- (2021) Xinfu Xing et al. Natural Hazards
- Simulating landslide-induced tsunamis in the Yangtze River at the Three Gorges in China
- (2021) Jinge Wang et al. Acta Geotechnica
- Application of deep learning algorithms in geotechnical engineering: a short critical review
- (2021) Wengang Zhang et al. ARTIFICIAL INTELLIGENCE REVIEW
- Machine learning-assisted distinct element model calibration: ANFIS, SVM, GPR, and MARS approaches
- (2021) Hadi Fathipour-Azar Acta Geotechnica
- Machine learning-based constitutive models for cement-grouted coal specimens under shearing
- (2021) Guichen Li et al. International Journal of Mining Science and Technology
- Efficient Seismic Stability Analysis of Embankment Slopes Subjected to Water Level Changes Using Gradient Boosting Algorithms
- (2021) Luqi Wang et al. Frontiers in Earth Science
- Comparison of machine learning methods for ground settlement prediction with different tunneling datasets
- (2021) Libin Tang et al. Journal of Rock Mechanics and Geotechnical Engineering
- Probabilistic stability analysis of earth dam slope under transient seepage using multivariate adaptive regression splines
- (2020) Lin Wang et al. Bulletin of Engineering Geology and the Environment
- Efficient reliability analysis of earth dam slope stability using extreme gradient boosting method
- (2020) Lin Wang et al. Acta Geotechnica
- Prediction of undrained shear strength using extreme gradient boosting and random forest based on Bayesian optimization
- (2020) Wengang Zhang et al. Geoscience Frontiers
- Machine learning for pore-water pressure time-series prediction: Application of recurrent neural networks
- (2020) Xin Wei et al. Geoscience Frontiers
- Machine learning methods for landslide susceptibility studies: A comparative overview of algorithm performance
- (2020) Abdelaziz Merghadi et al. EARTH-SCIENCE REVIEWS
- Prediction of viscosity of biodiesel blends using various artificial model and comparison with empirical correlations
- (2020) Yuanzhou Zheng et al. RENEWABLE ENERGY
- Prediction of landslide sharp increase displacement by SVM with considering hysteresis of groundwater change
- (2020) Heming Han et al. ENGINEERING GEOLOGY
- Predicting TBM penetration rate in hard rock condition: A comparative study among six XGB-based metaheuristic techniques
- (2020) Jian Zhou et al. Geoscience Frontiers
- Time series analysis and long short-term memory neural network to predict landslide displacement
- (2019) Beibei Yang et al. Landslides
- Numerical study of the effects of groundwater drawdown on ground settlement for excavation in residual soils
- (2019) A. T. C. Goh et al. Acta Geotechnica
- A hybrid intelligent approach for constructing landslide displacement prediction intervals
- (2019) Yankun Wang et al. APPLIED SOFT COMPUTING
- Displacement prediction of Baijiabao landslide based on empirical mode decomposition and long short-term memory neural network in Three Gorges area, China
- (2018) Shiluo Xu et al. COMPUTERS & GEOSCIENCES
- Machine Health Monitoring Using Local Feature-Based Gated Recurrent Unit Networks
- (2018) Rui Zhao et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Displacement prediction of step-like landslide by applying a novel kernel extreme learning machine method
- (2018) Chao Zhou et al. Landslides
- Landslide displacement prediction based on multivariate chaotic model and extreme learning machine
- (2017) Faming Huang et al. ENGINEERING GEOLOGY
- Understanding the triggering mechanism and possible kinematic evolution of a reactivated landslide in the Three Gorges Reservoir
- (2017) Dong Ming Gu et al. Landslides
- Prediction of landslide displacement with step-like behavior based on multialgorithm optimization and a support vector regression model
- (2017) Fasheng Miao et al. Landslides
- Application of time series analysis and PSO–SVM model in predicting the Bazimen landslide in the Three Gorges Reservoir, China
- (2016) Chao Zhou et al. ENGINEERING GEOLOGY
- Multivariate adaptive regression splines and neural network models for prediction of pile drivability
- (2016) Wengang Zhang et al. Geoscience Frontiers
- Transformations and correlations among some clay parameters — the global database
- (2014) Jianye Ching et al. CANADIAN GEOTECHNICAL JOURNAL
- Ensemble of extreme learning machine for landslide displacement prediction based on time series analysis
- (2013) Cheng Lian et al. NEURAL COMPUTING & APPLICATIONS
- Multivariate adaptive regression splines for analysis of geotechnical engineering systems
- (2012) W.G. Zhang et al. COMPUTERS AND GEOTECHNICS
- Displacement prediction in colluvial landslides, Three Gorges Reservoir, China
- (2012) Juan Du et al. Landslides
- Initiation and displacement of landslide induced by earthquake — a study of shaking table model slope test
- (2011) Kuo-Lung Wang et al. ENGINEERING GEOLOGY
- Landslide displacement prediction based on combining method with optimal weight
- (2011) Xiuzhen Li et al. NATURAL HAZARDS
- Relationship between rain and/or meltwater, pore-water pressure and displacement of a reactivated landslide
- (2008) Sumio Matsuura et al. ENGINEERING GEOLOGY
- Empirical Predictive Models for Earthquake-Induced Sliding Displacements of Slopes
- (2008) Gokhan Saygili et al. JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING
- A numerical procedure for predicting rainfall-induced movements of active landslides along pre-existing slip surfaces
- (2007) Michele Calvello et al. INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now