Recurrent neural networks for complicated seismic dynamic response prediction of a slope system

Shaking table test of seismic responses of anchor cable and lattice beam reinforced slope

(2020) Jian-jing Zhang et al.   Journal of Mountain Science

Physics-guided convolutional neural network (PhyCNN) for data-driven seismic response modeling

(2020) Ruiyang Zhang et al.   ENGINEERING STRUCTURES

Shaking Table Test on Dynamic Response of Bedding Rock Slopes With Weak Structural Plane Under Earthquake

(2020) Changwei Yang et al.   Frontiers in Physics

Time series analysis and long short-term memory neural network to predict landslide displacement

(2019) Beibei Yang et al.   Landslides

A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures

(2019) Yong Yu et al.   NEURAL COMPUTATION

Earthquake‐induced chains of geologic hazards: patterns, mechanisms, and impacts

(2019) Xuanmei Fan et al.   REVIEWS OF GEOPHYSICS

Deep long short-term memory networks for nonlinear structural seismic response prediction

(2019) Ruiyang Zhang et al.   COMPUTERS & STRUCTURES

Slope stability prediction for circular mode failure using gradient boosting machine approach based on an updated database of case histories

(2019) Jian Zhou et al.   SAFETY SCIENCE

Applying various hybrid intelligent systems to evaluate and predict slope stability under static and dynamic conditions

(2018) Mohammadreza Koopialipoor et al.   SOFT COMPUTING

Assessment of earthquake-induced slope deformation of earth dams using soft computing techniques

(2018) Hamed Javdanian et al.   Landslides

A Monte Carlo technique in safety assessment of slope under seismic condition

(2017) Amir Mahdiyar et al.   ENGINEERING WITH COMPUTERS

Impact of the 2008 Wenchuan earthquake in China on subsequent long-term debris flow activities in the epicentral area

(2017) S. Zhang et al.   GEOMORPHOLOGY

Hybrid artificial intelligence approach based on metaheuristic and machine learning for slope stability assessment: A multinational data analysis

(2016) Nhat-Duc Hoang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Stock prediction using deep learning

(2016) Ritika Singh et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Dynamic Response and Dynamic Failure Mode of a Weak Intercalated Rock Slope Using a Shaking Table

(2016) Gang Fan et al.   ROCK MECHANICS AND ROCK ENGINEERING

Prediction of seismic slope stability through combination of particle swarm optimization and neural network

(2015) Behrouz Gordan et al.   ENGINEERING WITH COMPUTERS

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Experimental study on failure behaviour of deep tunnels under high in-situ stresses

(2015) Peng Lin et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Effect of lithology and structure on seismic response of steep slope in a shaking table test

(2014) Han-xiang Liu et al.   Journal of Mountain Science

Application of a support vector machine for prediction of slope stability

(2014) XinHua Xue et al.   Science China-Technological Sciences

Landslide Deformation Prediction Based on Recurrent Neural Network

(2013) Huangqiong Chen et al.   NEURAL PROCESSING LETTERS

Review of soil liquefaction characteristics during major earthquakes of the twenty-first century

(2012) Yu Huang et al.   NATURAL HAZARDS

The use of neural networks for the prediction of the critical factor of safety of an artificial slope subjected to earthquake forces

(2012) Y. Erzin et al.   Scientia Iranica

Using artificial neural network models in stock market index prediction

(2011) Erkam Guresen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Distribution pattern of earthquake-induced landslides triggered by the 12 May 2008 Wenchuan earthquake

(2011) Tolga Gorum et al.   GEOMORPHOLOGY

Simulating the seismic response of embankments via artificial neural networks

(2009) Yiannis Tsompanakis et al.   ADVANCES IN ENGINEERING SOFTWARE

Computationally efficient seismic fragility analysis of geostructures

(2009) Nikos D. Lagaros et al.   COMPUTERS & STRUCTURES

Landslide hazards triggered by the 2008 Wenchuan earthquake, Sichuan, China

(2009) Yueping Yin et al.   Landslides

Slope stability analysis: a support vector machine approach

(2008) Pijush Samui   Environmental geology.