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

Y Xie, M Ebad Sichani, JE Padgett… - Earthquake …, 2020 - journals.sagepub.com
Machine learning (ML) has evolved rapidly over recent years with the promise to
substantially alter and enhance the role of data science in a variety of disciplines. Compared …

Recent advances in soil liquefaction engineering and seismic site response evaluation

RB Seed, KO Cetin, RES Moss, AM Kammerer, J Wu… - 2001 - scholarsmine.mst.edu
Over the past decade, major advances have occurred in both understanding and practice
with regard to engineering treatment of seismic soil liquefaction and assessment of seismic …

Predicting occurrence of liquefaction-induced lateral spreading using gradient boosting algorithms integrated with particle swarm optimization: PSO-XGBoost, PSO …

S Demir, EK Sahin - Acta Geotechnica, 2023 - Springer
Liquefaction-induced lateral spreading that has resulted in devastating damages to lifelines
and buildings has been widely reported in recent earthquakes. Although it is impossible to …

[HTML][HTML] Smart prediction of liquefaction-induced lateral spreading

MNA Raja, T Abdoun, W El-Sekelly - Journal of Rock Mechanics and …, 2024 - Elsevier
The prediction of liquefaction-induced lateral spreading/displacement (D h) is a challenging
task for civil/geotechnical engineers. In this study, a new approach is proposed to predict D h …

[图书][B] Liquefaction Around Marine Structures (With CD-ROM)

BM Sumer - 2014 - books.google.com
This book, whose primary aim is to describe liquefaction processes and their implications for
marine structures such as pipelines, sea outfalls, quay walls and caisson breakwaters …

Revised multilinear regression equations for prediction of lateral spread displacement

TL Youd, CM Hansen, SF Bartlett - Journal of Geotechnical and …, 2002 - ascelibrary.org
In 1992 and 1995, Bartlett and Youd introduced empirical equations for the prediction of
lateral spread displacement; these equations have gained wide use in engineering practice …

Estimating liquefaction-induced lateral displacements using the standard penetration test or cone penetration test

G Zhang, PK Robertson… - Journal of Geotechnical …, 2004 - ascelibrary.org
A semiempirical approach to estimate liquefaction-induced lateral displacements using
standard penetration test (SPT) or cone penetration test (CPT) data is presented. The …

Large post-liquefaction deformation of sand, part I: physical mechanism, constitutive description and numerical algorithm

JM Zhang, G Wang - Acta Geotechnica, 2012 - Springer
This paper presents a theoretical framework for predicting the post-liquefaction deformation
of saturated sand under undrained cyclic loading with emphasis on the mechanical laws …

Evaluation of seismic damage to Memphis bridges and highway systems

H Hwang, JB Jernigan, YW Lin - Journal of Bridge Engineering, 2000 - ascelibrary.org
This paper presents a procedure for the evaluation of the expected seismic damage to
bridges and highway systems in Memphis and Shelby County, Tenn. Data pertinent to 452 …

Single piles in lateral spreads: Field bending moment evaluation

R Dobry, T Abdoun, TD O'Rourke… - Journal of Geotechnical …, 2003 - ascelibrary.org
The results of the six centrifuge models of instrumented single pile foundations presented in
a companion paper, are used to calibrate two limit equilibrium (LE) methods to evaluate …