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Stephanie German Paal ORCID

La bibliographie suivante contient toutes les publications répertoriées dans la base de données qui sont reliées à ce nom en tant qu'auteur, éditeur ou collaborateur.

  1. Weng, Yanmo / Paal, Stephanie German (2024): Extrapolating wind pressures on roof soffits of low-rise buildings using few-shot learning. Dans: Journal of Building Engineering, v. 82 (avril 2024).

    https://doi.org/10.1016/j.jobe.2023.108110

  2. Pak, Hongrak / Leach, Samuel / Yoon, Seung Hyun / Paal, Stephanie German (2023): A knowledge transfer enhanced ensemble approach to predict the shear capacity of reinforced concrete deep beams without stirrups. Dans: Computer-Aided Civil and Infrastructure Engineering, v. 38, n. 11 (avril 2023).

    https://doi.org/10.1111/mice.12965

  3. Pak, Hongrak / Paal, Stephanie German (2022): Evaluation of transfer learning models for predicting the lateral strength of reinforced concrete columns. Dans: Engineering Structures, v. 266 (septembre 2022).

    https://doi.org/10.1016/j.engstruct.2022.114579

  4. Weng, Yanmo / Paal, Stephanie German (2022): Machine learning-based wind pressure prediction of low-rise non-isolated buildings. Dans: Engineering Structures, v. 258 (mai 2022).

    https://doi.org/10.1016/j.engstruct.2022.114148

  5. Luo, Huan / Paal, Stephanie German (2023): A data‐free, support vector machine‐based physics‐driven estimator for dynamic response computation. Dans: Computer-Aided Civil and Infrastructure Engineering, v. 38, n. 1 (février 2023).

    https://doi.org/10.1111/mice.12823

  6. Luo, Huan / Paal, Stephanie German (2021): Metaheuristic least squares support vector machine-based lateral strength modelling of reinforced concrete columns subjected to earthquake loads. Dans: Structures, v. 33 (octobre 2021).

    https://doi.org/10.1016/j.istruc.2021.04.048

  7. Luo, Huan / Paal, Stephanie German (2021): Reducing the effect of sample bias for small data sets with double‐weighted support vector transfer regression. Dans: Computer-Aided Civil and Infrastructure Engineering, v. 36, n. 3 (novembre 2021).

    https://doi.org/10.1111/mice.12617

  8. Luo, Huan / Paal, Stephanie German (2019): A locally weighted machine learning model for generalized prediction of drift capacity in seismic vulnerability assessments. Dans: Computer-Aided Civil and Infrastructure Engineering, v. 34, n. 11 (octobre 2019).

    https://doi.org/10.1111/mice.12456

  9. Luo, Huan / Paal, Stephanie German (2018): Machine Learning–Based Backbone Curve Model of Reinforced Concrete Columns Subjected to Cyclic Loading Reversals. Dans: Journal of Computing in Civil Engineering, v. 32, n. 5 (septembre 2018).

    https://doi.org/10.1061/(asce)cp.1943-5487.0000787

  10. Moser, Gaudenz / Paal, Stephanie German / Smith, Ian F. C. (2018): Leak Detection of Water Supply Networks Using Error-Domain Model Falsification. Dans: Journal of Computing in Civil Engineering, v. 32, n. 2 (mars 2018).

    https://doi.org/10.1061/(asce)cp.1943-5487.0000729

  11. Moser, Gaudenz / Paal, Stephanie German / Smith, Ian F. C. (2017): Measurement system design for leak detection in hydraulic pressurized networks. Dans: Structure and Infrastructure Engineering, v. 13, n. 7 (septembre 2017).

    https://doi.org/10.1080/15732479.2016.1225312

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