Stephanie German Paal

18 papers B 2Journal 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Near-Real-Time Model for Predicting Electricity Disruptions in Texas During Winter Storms.
IEEE Access
Jangjae Lee, Sangkeun Matt Lee, Supriya Chinthavali, Stephanie German Paal
2024 B conf
A Generalized Outage Prediction Model for Various Types of Extreme Climate Events in Texas.
IEEE Big Data
Jangjae Lee, Sangkeun Matthew Lee, Stephanie German Paal, Supriya Chinthavali
2024 B conf
Knowledge Transfer Predictive Models for Power Outage Caused by Various Types of Extreme Weather Events.
IEEE Big Data
Jangjae Lee, Stephanie German Paal
2023 J jnl
A data-free, support vector machine-based physics-driven estimator for dynamic response computation.
Comput. Aided Civ. Infrastructure Eng.
Huan Luo, Stephanie German Paal
2023 J jnl
A knowledge transfer enhanced ensemble approach to predict the shear capacity of reinforced concrete deep beams without stirrups.
Comput. Aided Civ. Infrastructure Eng.
Hongrak Pak, Samuel Leach, Seung Hyun Yoon, Stephanie German Paal
2023 J jnl
A novel outlier-insensitive local support vector machine for robust data-driven forecasting in engineering.
Eng. Comput.
Huan Luo, Stephanie German Paal
2023 J jnl
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings.
Adv. Eng. Informatics
Yanmo Weng, Stephanie German Paal
2023 J jnl
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.
Comput. Aided Civ. Infrastructure Eng.
Hongrak Pak, Samuel Leach, Seung Hyun Yoon, Stephanie German Paal
2022 J jnl
Artificial intelligence-enhanced seismic response prediction of reinforced concrete frames.
Adv. Eng. Informatics
Huan Luo, Stephanie German Paal
2021 J jnl
Advancing post-earthquake structural evaluations via sequential regression-based predictive mean matching for enhanced forecasting in the context of missing data.
Adv. Eng. Informatics
Huan Luo, Stephanie German Paal
2021 J jnl
Reducing the effect of sample bias for small data sets with double-weighted support vector transfer regression.
Comput. Aided Civ. Infrastructure Eng.
Huan Luo, Stephanie German Paal
2019 J jnl
A locally weighted machine learning model for generalized prediction of drift capacity in seismic vulnerability assessments.
Comput. Aided Civ. Infrastructure Eng.
Huan Luo, Stephanie German Paal
2018 J jnl
Leak Detection of Water Supply Networks Using Error-Domain Model Falsification.
J. Comput. Civ. Eng.
Gaudenz Moser, Stephanie German Paal, Ian F. C. Smith
2018 J jnl
Machine Learning-Based Backbone Curve Model of Reinforced Concrete Columns Subjected to Cyclic Loading Reversals.
J. Comput. Civ. Eng.
Huan Luo, Stephanie German Paal
2016 J jnl
An electrical network for evaluating monitoring strategies intended for hydraulic pressurized networks.
Adv. Eng. Informatics
Gaudenz Moser, Stephanie German Paal, Diane Jlelaty, Ian F. C. Smith
2015 J jnl
Performance comparison of reduced models for leak detection in water distribution networks.
Adv. Eng. Informatics
Gaudenz Moser, Stephanie German Paal, Ian F. C. Smith
2013 J jnl
Machine Vision-Enhanced Postearthquake Inspection.
J. Comput. Civ. Eng.
Stephanie German Paal, Jong-Su Jeon, Zhenhua Zhu, Cal Bearman, Ioannis K. Brilakis, Reginald DesRoches, Laura Lowes
2012 J jnl
Rapid entropy-based detection and properties measurement of concrete spalling with machine vision for post-earthquake safety assessments.
Adv. Eng. Informatics
Stephanie German Paal, Ioannis K. Brilakis, Reginald DesRoches