Visual Pattern Recognition Models for Remote Sensing of Civil Infrastructure. - Ioannis K. Brilakis; Stephanie German; Zhenhua Zhu (J. Comput. Civ. Eng., 2011)

Rapid entropy-based detection and properties measurement of concrete spalling with machine vision for post-earthquake safety assessments. - Stephanie German Paal; Ioannis K. Brilakis; Reginald DesRoches (Adv. Eng. Informatics, 2012)

Machine Vision-Enhanced Postearthquake Inspection. - Stephanie German Paal; Jong-Su Jeon; Zhenhua Zhu; Cal Bearman; Ioannis K. Brilakis; Reginald DesRoches; Laura Lowes (J. Comput. Civ. Eng., 2013)

Performance comparison of reduced models for leak detection in water distribution networks. - Gaudenz Moser; Stephanie German Paal; Ian F. C. Smith (Adv. Eng. Informatics, 2015)

An electrical network for evaluating monitoring strategies intended for hydraulic pressurized networks. - Gaudenz Moser; Stephanie German Paal; Diane Jlelaty; Ian F. C. Smith (Adv. Eng. Informatics, 2016)

Machine Learning-Based Backbone Curve Model of Reinforced Concrete Columns Subjected to Cyclic Loading Reversals. - Huan Luo; Stephanie German Paal (J. Comput. Civ. Eng., 2018)

Leak Detection of Water Supply Networks Using Error-Domain Model Falsification. - Gaudenz Moser; Stephanie German Paal; Ian F. C. Smith (J. Comput. Civ. Eng., 2018)

A locally weighted machine learning model for generalized prediction of drift capacity in seismic vulnerability assessments. - Huan Luo; Stephanie German Paal (Comput. Aided Civ. Infrastructure Eng., 2019)

Advancing post-earthquake structural evaluations via sequential regression-based predictive mean matching for enhanced forecasting in the context of missing data. - Huan Luo; Stephanie German Paal (Adv. Eng. Informatics, 2021)

Reducing the effect of sample bias for small data sets with double-weighted support vector transfer regression. - Huan Luo; Stephanie German Paal (Comput. Aided Civ. Infrastructure Eng., 2021)

Artificial intelligence-enhanced seismic response prediction of reinforced concrete frames. - Huan Luo; Stephanie German Paal (Adv. Eng. Informatics, 2022)

A data-free, support vector machine-based physics-driven estimator for dynamic response computation. - Huan Luo; Stephanie German Paal (Comput. Aided Civ. Infrastructure Eng., 2023)

Physics-informed few-shot learning for wind pressure prediction of low-rise buildings. - Yanmo Weng; Stephanie German Paal (Adv. Eng. Informatics, 2023)

A knowledge transfer enhanced ensemble approach to predict the shear capacity of reinforced concrete deep beams without stirrups. - Hongrak Pak; Samuel Leach; Seung Hyun Yoon; Stephanie German Paal (Comput. Aided Civ. Infrastructure Eng., 2023)

A novel outlier-insensitive local support vector machine for robust data-driven forecasting in engineering. - Huan Luo; Stephanie German Paal (Eng. Comput., 2023)

Response to discussion on "A Knowledge Transfer Enhanced Ensemble Approach to Predict the Shear Capacity of Reinforced Concrete Deep Beams without Stirrups," Computer-Aided Civil and Infrastructure Engineering, 38:11, 1520-1535. - Hongrak Pak; Samuel Leach; Seung Hyun Yoon; Stephanie German Paal (Comput. Aided Civ. Infrastructure Eng., 2023)

A Generalized Outage Prediction Model for Various Types of Extreme Climate Events in Texas. - Jangjae Lee; Sangkeun Matthew Lee; Stephanie German Paal; Supriya Chinthavali (IEEE Big Data, 2024)

Knowledge Transfer Predictive Models for Power Outage Caused by Various Types of Extreme Weather Events. - Jangjae Lee; Stephanie German Paal (IEEE Big Data, 2024)

A Near-Real-Time Model for Predicting Electricity Disruptions in Texas During Winter Storms. - Jangjae Lee; Sangkeun Matt Lee; Supriya Chinthavali; Stephanie German Paal (IEEE Access, 2025)