Machine learning-based models for estimating seismically-induced slope displacements in subduction earthquake zones

Ground-Motion Intensity Measure Correlations on Interface and Intraslab Subduction Zone Earthquakes Using the NGA-Sub Database

(2021) Jorge Macedo et al.   BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA

Closure to “Procedure for Estimating Shear-Induced Seismic Slope Displacement for Shallow Crustal Earthquakes” by Jonathan D. Bray and Jorge Macedo

(2021) Jonathan D. Bray et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Machine-learning-based predictive models for estimating seismically-induced slope displacements

(2021) Jorge Macedo et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Performance-based probabilistic assessment of liquefaction-induced building settlements

(2021) Chenying Liu et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

A comparison of artificial neural network and classical regression models for earthquake-induced slope displacements

(2021) Youngkyu Cho et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

The promise of implementing machine learning in earthquake engineering: A state-of-the-art review

(2020) Yazhou Xie et al.   EARTHQUAKE SPECTRA

Performance-based assessment of the seismic pseudo-static coefficient used in slope stability analysis

(2020) Jorge Macedo et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

SS-XGBoost: A Machine Learning Framework for Predicting Newmark Sliding Displacements of Slopes

(2020) Mao-Xin Wang et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

New Scenario-Based Cumulative Absolute Velocity Models for Shallow Crustal Tectonic Settings

(2020) Jorge Macedo et al.   BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA

Arias Intensity Conditional Scaling Ground‐Motion Models for Subduction Zones

(2019) Jorge Macedo et al.   BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA

A New State‐of‐the‐Art Platform for Probabilistic and Deterministic Seismic Hazard Assessment

(2019) Gabriel Candia et al.   SEISMOLOGICAL RESEARCH LETTERS

Procedure for Estimating Shear-Induced Seismic Slope Displacement for Shallow Crustal Earthquakes

(2019) Jonathan D. Bray et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Performance-based seismic slope displacement procedure

(2018) Jorge Macedo et al.   EARTHQUAKE SPECTRA

Simplified Procedure for Estimating Seismic Slope Displacements for Subduction Zone Earthquakes

(2018) Jonathan D. Bray et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Machine Learning in Seismology: Turning Data into Insights

(2018) Qingkai Kong et al.   SEISMOLOGICAL RESEARCH LETTERS

6th Ishihara lecture: Simplified procedure for estimating liquefaction-induced building settlement

(2017) Jonathan D. Bray et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

A general model for predicting the earthquake-induced displacements of shallow and deep slope failures

(2016) Chi-Chin Tsai et al.   ENGINEERING GEOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

NGA-West2 Research Project

(2014) Yousef Bozorgnia et al.   EARTHQUAKE SPECTRA

A unified model for predicting earthquake-induced sliding displacements of rigid and flexible slopes

(2010) Ellen M. Rathje 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