Stephanie German Paal

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 12

Top Topics

Reinforced Concrete

Structural Risk Minimization

Distribution Networks

Top Venues

Comput. Aided Civ. Infrastructure Eng.

Adv. Eng. Informatics

J. Comput. Civ. Eng.

Publications

Hongrak Pak, Samuel Leach, Seung Hyun Yoon, Stephanie German Paal
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. 38 (18) (2023)
Hongrak Pak, Samuel Leach, Seung Hyun Yoon, Stephanie German Paal
A knowledge transfer enhanced ensemble approach to predict the shear capacity of reinforced concrete deep beams without stirrups. Comput. Aided Civ. Infrastructure Eng. 38 (11) (2023)
Yanmo Weng, Stephanie German Paal
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings. Adv. Eng. Informatics 56 (2023)
Huan Luo, Stephanie German Paal
A data-free, support vector machine-based physics-driven estimator for dynamic response computation. Comput. Aided Civ. Infrastructure Eng. 38 (1) (2023)
Huan Luo, Stephanie German Paal
A novel outlier-insensitive local support vector machine for robust data-driven forecasting in engineering. Eng. Comput. 39 (5) (2023)
Huan Luo, Stephanie German Paal
Artificial intelligence-enhanced seismic response prediction of reinforced concrete frames. Adv. Eng. Informatics 52 (2022)
Huan Luo, Stephanie German Paal
Reducing the effect of sample bias for small data sets with double-weighted support vector transfer regression. Comput. Aided Civ. Infrastructure Eng. 36 (3) (2021)
Huan Luo, Stephanie German Paal
Advancing post-earthquake structural evaluations via sequential regression-based predictive mean matching for enhanced forecasting in the context of missing data. Adv. Eng. Informatics 47 (2021)
Huan Luo, Stephanie German Paal
A locally weighted machine learning model for generalized prediction of drift capacity in seismic vulnerability assessments. Comput. Aided Civ. Infrastructure Eng. 34 (11) (2019)
Gaudenz Moser, Stephanie German Paal, Ian F. C. Smith
Leak Detection of Water Supply Networks Using Error-Domain Model Falsification. J. Comput. Civ. Eng. 32 (2) (2018)
Huan Luo, Stephanie German Paal
Machine Learning-Based Backbone Curve Model of Reinforced Concrete Columns Subjected to Cyclic Loading Reversals. J. Comput. Civ. Eng. 32 (5) (2018)
Gaudenz Moser, Stephanie German Paal, Diane Jlelaty, Ian F. C. Smith
An electrical network for evaluating monitoring strategies intended for hydraulic pressurized networks. Adv. Eng. Informatics 30 (4) (2016)
Gaudenz Moser, Stephanie German Paal, Ian F. C. Smith
Performance comparison of reduced models for leak detection in water distribution networks. Adv. Eng. Informatics 29 (3) (2015)
Stephanie German Paal, Jong-Su Jeon, Zhenhua Zhu, Cal Bearman, Ioannis K. Brilakis, Reginald DesRoches, Laura Lowes
Machine Vision-Enhanced Postearthquake Inspection. J. Comput. Civ. Eng. 27 (6) (2013)
Stephanie German Paal, Ioannis K. Brilakis, Reginald DesRoches
Rapid entropy-based detection and properties measurement of concrete spalling with machine vision for post-earthquake safety assessments. Adv. Eng. Informatics 26 (4) (2012)