S. Paal

发表

Artificial intelligence-enhanced seismic response prediction of reinforced concrete frames

Huan Luo, S. Paal, 2022, Adv. Eng. Informatics.

Automated computer vision-based detection of exposed transverse reinforcement for post-earthquake safety assessments.

Reginald DesRoches, Ioannis Brilakis, S. German Paal, 2014 .

Metaheuristic least squares support vector machine-based lateral strength modelling of reinforced concrete columns subjected to earthquake loads

Huan Luo, S. Paal, 2021 .

Deep learning for site safety: Real-time detection of personal protective equipment

Amir H. Behzadan, Nipun D. Nath, Stephanie German Paal, 2020 .

A locally weighted machine learning model for generalized prediction of drift capacity in seismic vulnerability assessments

Huan Luo, Stephanie German Paal, Huan Luo, 2019, Comput. Aided Civ. Infrastructure Eng..

Achievements and Challenges in Machine Vision-Based Inspection of Large Concrete Structures

Markus König, Christian Koch, Ioannis Brilakis, 2014 .

Evaluation of transfer learning models for predicting the lateral strength of reinforced concrete columns

S. Paal, H. Pak, 2022, Engineering Structures.

Data-driven seismic response prediction of structural components

Huan Luo, S. Paal, 2021, Earthquake Spectra.

Use Cases for Architects and Engineers

Steven Vick, Stephanie German Paal, Marianna Kopsida, 2020 .

Rapid entropy-based detection and properties measurement of concrete spalling with machine vision for post-earthquake safety assessments

Reginald DesRoches, Ioannis K. Brilakis, Stephanie German Paal, 2012, Adv. Eng. Informatics.

Measurement system design for leak detection in hydraulic pressurized networks

Ian F. C. Smith, Stephanie German Paal, Gaudenz Moser, 2017 .

Advancing post-earthquake structural evaluations via sequential regression-based predictive mean matching for enhanced forecasting in the context of missing data

Stephanie German Paal, Huan Luo, S. Paal, 2021, Adv. Eng. Informatics.

Performance Assessment of Building Infrastructure Impacted by the 2017 Hurricane Harvey in the Port Aransas Region

Maria Koliou, Mohammad Aghababaei, Mohammad Aghababaei, 2018, Journal of Performance of Constructed Facilities.

A knowledge transfer enhanced ensemble approach to predict the shear capacity of reinforced concrete deep beams without stirrups

S. Leach, S. Paal, H. Pak, 2023, Comput. Aided Civ. Infrastructure Eng..

Physics-informed few-shot learning for wind pressure prediction of low-rise buildings

S. Paal, Yanmo Weng, 2023, Adv. Eng. Informatics.

Automated Damage Index Estimation of Reinforced Concrete Columns for Post-Earthquake Evaluations

Reginald DesRoches, Jong-Su Jeon, Ioannis Brilakis, 2015 .

Leak Detection of Water Supply Networks Using Error-Domain Model Falsification

Ian F. C. Smith, Stephanie German Paal, Gaudence Moser, 2018, J. Comput. Civ. Eng..

Reducing the effect of sample bias for small data sets with double‐weighted support vector transfer regression

Stephanie German Paal, Huan Luo, Huan Luo, 2020, Comput. Aided Civ. Infrastructure Eng..

Machine Learning-Based Backbone Curve Model of Reinforced Concrete Columns Subjected to Cyclic Loading Reversals

Stephanie German Paal, Huan Luo, Huan Luo, 2018, J. Comput. Civ. Eng..

A data‐free, support vector machine‐based physics‐driven estimator for dynamic response computation

Huan Luo, S. Paal, 2022, Comput. Aided Civ. Infrastructure Eng..

An electrical network for evaluating monitoring strategies intended for hydraulic pressurized networks

Ian F. C. Smith, Stephanie German Paal, Gaudenz Moser, 2016, Adv. Eng. Informatics.

Performance comparison of reduced models for leak detection in water distribution networks

Ian F. C. Smith, Stephanie German Paal, Gaudenz Moser, 2015, Adv. Eng. Informatics.

Automation in Construction

Nipun D. Nath, A. Behzadan, S. Paal, 2020 .