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Stephanie German Paal
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2020 – today
- 2023
- [j16]Yanmo Weng
, Stephanie German Paal:
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings. Adv. Eng. Informatics 56: 102000 (2023) - [j15]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): 26-48 (2023) - [j14]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): 1520-1535 (2023) - [j13]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): 2688-2689 (2023) - [j12]Huan Luo, Stephanie German Paal:
A novel outlier-insensitive local support vector machine for robust data-driven forecasting in engineering. Eng. Comput. 39(5): 3671-3689 (2023) - 2022
- [j11]Huan Luo, Stephanie German Paal:
Artificial intelligence-enhanced seismic response prediction of reinforced concrete frames. Adv. Eng. Informatics 52: 101568 (2022) - 2021
- [j10]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: 101202 (2021) - [j9]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): 248-263 (2021)
2010 – 2019
- 2019
- [j8]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): 935-950 (2019) - 2018
- [j7]Gaudenz Moser, Stephanie German Paal
Leak Detection of Water Supply Networks Using Error-Domain Model Falsification. J. Comput. Civ. Eng. 32(2) (2018) - [j6]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) - 2016
- [j5]Gaudenz Moser, Stephanie German Paal
An electrical network for evaluating monitoring strategies intended for hydraulic pressurized networks. Adv. Eng. Informatics 30(4): 672-686 (2016) - 2015
- [j4]Gaudenz Moser, Stephanie German Paal
Performance comparison of reduced models for leak detection in water distribution networks. Adv. Eng. Informatics 29(3): 714-726 (2015) - 2013
- [j3]Stephanie German Paal
Machine Vision-Enhanced Postearthquake Inspection. J. Comput. Civ. Eng. 27(6): 622-634 (2013) - 2012
- [j2]Stephanie German Paal
Rapid entropy-based detection and properties measurement of concrete spalling with machine vision for post-earthquake safety assessments. Adv. Eng. Informatics 26(4): 846-858 (2012) - 2011
- [j1]Ioannis K. Brilakis
Visual Pattern Recognition Models for Remote Sensing of Civil Infrastructure. J. Comput. Civ. Eng. 25(5): 388-393 (2011)
Coauthor Index
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