Dynamic seismic damage assessment of distributed infrastructure systems using graph neural networks and semi-supervised machine learning

Active learning method for risk assessment of distributed infrastructure systems

(2021) Agam Tomar et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Machine‐learning‐enhanced tail end prediction of structural response statistics in earthquake engineering

(2021) Denny Thaler et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Investigating the application of artificial intelligence for earthquake prediction in Terengganu

(2021) Suzlyana Marhain et al.   Natural Hazards

Exploring the reliability of different artificial intelligence techniques in predicting earthquake for Malaysia

(2021) Yusuf Essam et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Prediction of intensity and location of seismic events using deep learning

(2020) Orietta Nicolis et al.   Spatial Statistics

Statistical learning techniques for the estimation of lifeline network performance and retrofit selection

(2020) Jason Wu et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

An iterative method for leakage zone identification in water distribution networks based on machine learning

(2020) Jingyu Chen et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Hindcasting the Functional Loss and Restoration of the Napa Water System Following the 2014 Earthquake Using Discrete-Event Simulation

(2020) Agam Tomar et al.   Journal of Infrastructure Systems

Regional Seismic Risk Assessment of Infrastructure Systems through Machine Learning: Active Learning Approach

(2020) Sujith Mangalathu et al.   JOURNAL OF STRUCTURAL ENGINEERING

Machine Learning–Based Failure Mode Recognition of Circular Reinforced Concrete Bridge Columns: Comparative Study

(2019) Sujith Mangalathu et al.   JOURNAL OF STRUCTURAL ENGINEERING

Comparison of statistical and machine learning approaches to modeling earthquake damage to water pipelines

(2018) Adam Bagriacik et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Pipe failure modelling for water distribution networks using boosted decision trees

(2018) Daniel Winkler et al.   Structure and Infrastructure Engineering

A software framework for assessing the resilience of drinking water systems to disasters with an example earthquake case study

(2017) Katherine A. Klise et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Seismic Damage Estimation for Buried Pipelines: Challenges after Three Decades of Progress

(2010) Omar Pineda-Porras et al.   Journal of Pipeline Systems Engineering and Practice

Correlation model for spatially distributed ground-motion intensities

(2009) Nirmal Jayaram et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS