Stephanie German Paal
Orcid: 0000-0002-0141-6679
According to our database1,
Stephanie German Paal
authored at least 16 papers
between 2011 and 2023.
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Bibliography
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.
Comput. Aided Civ. Infrastructure Eng., December, 2023
A novel outlier-insensitive local support vector machine for robust data-driven forecasting in engineering.
Eng. Comput., October, 2023
A knowledge transfer enhanced ensemble approach to predict the shear capacity of reinforced concrete deep beams without stirrups.
Comput. Aided Civ. Infrastructure Eng., July, 2023
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings.
Adv. Eng. Informatics, April, 2023
A data-free, support vector machine-based physics-driven estimator for dynamic response computation.
Comput. Aided Civ. Infrastructure Eng., January, 2023
2022
Artificial intelligence-enhanced seismic response prediction of reinforced concrete frames.
Adv. Eng. Informatics, 2022
2021
Reducing the effect of sample bias for small data sets with double-weighted support vector transfer regression.
Comput. Aided Civ. Infrastructure Eng., 2021
Advancing post-earthquake structural evaluations via sequential regression-based predictive mean matching for enhanced forecasting in the context of missing data.
Adv. Eng. Informatics, 2021
2019
A locally weighted machine learning model for generalized prediction of drift capacity in seismic vulnerability assessments.
Comput. Aided Civ. Infrastructure Eng., 2019
2018
J. Comput. Civ. Eng., 2018
Machine Learning-Based Backbone Curve Model of Reinforced Concrete Columns Subjected to Cyclic Loading Reversals.
J. Comput. Civ. Eng., 2018
2016
An electrical network for evaluating monitoring strategies intended for hydraulic pressurized networks.
Adv. Eng. Informatics, 2016
2015
Performance comparison of reduced models for leak detection in water distribution networks.
Adv. Eng. Informatics, 2015
2013
2012
Rapid entropy-based detection and properties measurement of concrete spalling with machine vision for post-earthquake safety assessments.
Adv. Eng. Informatics, 2012
2011
J. Comput. Civ. Eng., 2011