Sujith Mangalathu

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Publications (52)

• Failure mode and effects analysis of RC members based on machine-learning-based SHapley Additive exPlanations (SHAP) approach
  Engineering Structures 2020 DOI: 10.1016/j.engstruct.2020.110927
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• Classifying earthquake damage to buildings using machine learning
  Earthquake Spectra 2020 DOI: 10.1177/8755293019878137
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• Data-driven machine-learning-based seismic failure mode identification of reinforced concrete shear walls
  Engineering Structures 2020 DOI: 10.1016/j.engstruct.2020.110331
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• Enhanced fragility analysis of buried pipelines through Lasso regression
  Acta Geotechnica 2020 DOI: 10.1007/s11440-018-0719-5
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• Ground Motion-Dependent Rapid Damage Assessment of Structures Based on Wavelet Transform and Image Analysis Techniques
  Journal of Structural Engineering 2020 DOI: 10.1061/(asce)st.1943-541x.0002793
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• Seismic fragility curves for California concrete bridges with flared two-column bents
  Bulletin of Earthquake Engineering 2019 DOI: 10.1007/s10518-019-00621-4
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• Stripe-based fragility analysis of multispan concrete bridge classes using machine learning techniques
  Earthquake Engineering and Structural Dynamics 2019 DOI: 10.1002/eqe.3183
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• Stochastic response of reinforced concrete buildings using high dimensional model representation
  Engineering Structures 2019 DOI: 10.1016/j.engstruct.2018.10.083
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• Skew Adjustment Factors for Fragilities of California Box-Girder Bridges Subjected to near-Fault and Far-Field Ground Motions
  Journal of Bridge Engineering 2019 DOI: 10.1061/(ASCE)BE.1943-5592.0001338
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• Rapid seismic damage evaluation of bridge portfolios using machine learning techniques
  Engineering Structures 2019 DOI: 10.1016/j.engstruct.2019.109785
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