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Showing results 1 to 17 of 17

SCISCIESCOPUS
ANCOVA-based grouping of bridge classes for seismic fragility assessmentGo to Link

Mangalathu, Sujith; Jeon, Jong-Su; Padgett, Jamie E.; DesRoches, Reginald

ArticleIssue Date2016CitationEngineering Structures, v.123, pp 379 - 394PublisherPergamon Press Ltd.
SCIESCOPUS
Application of latent variable models for hidden pattern identification and machine learning prediction improvement in structural engineeringGo to Link

Shturmin, Sergei; Mangalathu, Sujith; Jeon, Jong-Su

ArticleIssue Date2025CitationEngineering Applications of Artificial Intelligence, v.156, pp 1 - 14PublisherPERGAMON-ELSEVIER SCIENCE LTD
SCIESCOPUS
Betweenness Centrality-Based seismic risk management for bridge transportation networksGo to Link

Chen, Mengdie; Mangalathu, Sujith; Jeon, Jong-Su

ArticleIssue Date2023CitationENGINEERING STRUCTURES, v.289, pp.1 - 9PublisherELSEVIER SCI LTD
SCIESCOPUS
Effect of data drift on the performance of machine-learning models: Seismic damage prediction for aging bridgesGo to Linkopen access

Chen, Mengdie; Park, Yewon; Mangalathu, Sujith; Jeon, Jong-Su

ArticleIssue Date2024CitationEARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, v.53, no.15, pp 4541 - 4561PublisherWILEY
SCIESCOPUS
Machine Learning-Based Failure Mode Recognition of Circular Reinforced Concrete Bridge Columns: Comparative StudyGo to Link

Mangalathu, Sujith; Jeon, Jong-Su

ArticleIssue Date2019CitationJOURNAL OF STRUCTURAL ENGINEERING, v.145, no.10, pp.1 - 12PublisherASCE-AMER SOC CIVIL ENGINEERS
SCIESCOPUS
Machine Learning-Based Seismic Reliability Assessment of Bridge NetworksGo to Link

Chen, Mengdie; Mangalathu, Sujith; Jeon, Jong-Su

ArticleIssue Date2022CitationJOURNAL OF STRUCTURAL ENGINEERING, v.148, no.7, pp.1 - 4PublisherASCE-AMER SOC CIVIL ENGINEERS
SCIESCOPUS
Machine learning–assisted drift capacity prediction models for reinforced concrete columns with shape memory alloy barsGo to Link

Lee, Chang Seok; Mangalathu, Sujith; Jeon, Jong-Su

ArticleIssue Date2024CitationComputer-Aided Civil and Infrastructure Engineering, v.39, no.4, pp 595 - 616PublisherJohn Wiley and Sons Inc
SCIESCOPUS
Machine-learning interpretability techniques for seismic performance assessment of infrastructure systems

Mangalathu, Sujith; Karthikeyan, Karthika; Feng, De-Cheng; Jeon, Jong-Su

ArticleIssue Date2022CitationEngineering Structures, v.250, pp 1 - 16PublisherPergamon Press Ltd.
SCIESCOPUS
Numerical Simulation of Post-Yield Hysteretic Behavior of Lap-Spliced Reinforced Concrete Bridge Pier Walls Under Earthquake LoadingGo to Link

Lee, Gun Chan; Mangalathu, Sujith; Jeon, Jong-su

ArticleIssue Date2026CitationEARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, v.55, no.6, pp 1356 - 1376PublisherWILEY
SCIESCOPUS
Physics-guided residual learning framework for aftershock time history prediction using mainshock acceleration dataGo to Link

Chen, Mengdie; Mangalathu, Sujith; Jeon, Jong-Su

ArticleIssue Date2026CitationENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, v.181, pp 1 - 17PublisherPERGAMON-ELSEVIER SCIENCE LTD
SCIESCOPUS
Quantifying the effects of long-duration earthquake ground motions on the financial losses of steel moment resisting frame buildings of varying design risk categoryGo to Link

Hwang, Seong-Hoon; Mangalathu, Sujith; Jeon, Jong-Su

ArticleIssue Date2021CitationEARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, v.50, no.5, pp.1451 - 1468PublisherWILEY
SCIESCOPUS
Rapid damage state identification of structures using generalized zero-shot learning methodGo to Link

Chen, Mengdie; Mangalathu, Sujith; Jeon, Jong-Su

ArticleIssue Date2024CitationEarthquake Engineering and Structural Dynamics, v.53, no.14, pp 4269 - 4286PublisherJohn Wiley & Sons Inc.
SCIESCOPUS
Rapid seismic damage evaluation of bridge portfolios using machine learning techniquesGo to Link

Mangalathu, Sujith; Hwang, Seong-Hoon; Choi, Eunsoo; Jeon, Jong-Su

ArticleIssue Date2019CitationENGINEERING STRUCTURES, v.201, pp.1 - 12PublisherELSEVIER SCI LTD
SCIESCOPUS
Seismic fragility curves for California concrete bridges with flared two-column bentsGo to Link

Jeon, Jong-Su; Mangalathu, Sujith; Lee, Sang-Youl

ArticleIssue Date2019CitationBULLETIN OF EARTHQUAKE ENGINEERING, v.17, no.7, pp 4299 - 4319PublisherSPRINGER
SCIESCOPUS
Stripe-based fragility analysis of multispan concrete bridge classes using machine learning techniquesGo to Link

Mangalathu, Sujith; Jeon, Jong-Su

ArticleIssue Date2019CitationEARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, v.48, no.11, pp.1238 - 1255PublisherWILEY
SCIESCOPUS
Transformer-based foundation models for assessing earthquake- and vehicle-induced damage in bridgesGo to Link

Wang, Gil Hwan; Mangalathu, Sujith; Jeon, Jong-Su

ArticleIssue Date2026CitationEngineering Structures, v.358, pp 1 - 17PublisherElsevier Ltd
SCIESCOPUS
Unveiling out-of-distribution data for reliable structural damage assessment in earthquake emergency situationsGo to Link

Ahmed, Bilal; Mangalathu, Sujith; Jeon, Jong-Su

ArticleIssue Date2023CitationAutomation in Construction, v.156, pp 1 - 15PublisherElsevier BV
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