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Ning, Chunxiao / Xie, Yazhou / Burton, Henry / Padgett, Jamie E. (2024): Enabling efficient regional seismic fragility assessment of multi‐component bridge portfolios through Gaussian process regression and active learning. In: Earthquake Engineering and Structural Dynamics, v. 53, n. 9 (April 2024).
https://doi.org/10.1002/eqe.4144
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Abdelmalek-Lee, Eusef / Jain, Tricia / Galicia Madero, Sebastian / Sun, Han / Burton, Henry / Wallace, John (2023): Relational database for building strong motion recordings used for seismic impact assessments. In: Earthquake Spectra, v. 39, n. 2 (29 April 2023).
https://doi.org/10.1177/87552930231169306
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Wang, Jianze / Huang, Qinyong / Burton, Henry / Dai, Kaoshan / Qu, Zhe (2023): Probabilistic assessment of the rules used to combine peak floor responses of special concentrically braced frames under orthogonal seismic effects. In: Earthquake Engineering and Structural Dynamics, v. 52, n. 15 (6 November 2023).
https://doi.org/10.1002/eqe.3985
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Lu, Xinzheng / Burton, Henry (2023): AI and data‐driven methods in earthquake engineering – (Part 2). In: Earthquake Engineering and Structural Dynamics, v. 52, n. 11 (Juni 2023).
https://doi.org/10.1002/eqe.3974
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Dahal, Laxman / Burton, Henry / Handcock, Mark S. (2023): Comparative assessment of alternative methods for evaluating the optimality of ground motion intensity measures using woodframe buildings. In: Soil Dynamics and Earthquake Engineering, v. 173 (Oktober 2023).
https://doi.org/10.1016/j.soildyn.2023.108084
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Abdelmalek-Lee, Eusef / Burton, Henry (2023): A dual Kriging-XGBoost model for reconstructing building seismic responses using strong motion data. In: Bulletin of Earthquake Engineering, v. 22, n. 7 (Dezember 2023).
https://doi.org/10.1007/s10518-023-01624-y
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Haindl, Mathias / Burton, Henry / Sattar, Siamak (2023): Quantification of Equivalent Strut Modeling Uncertainty and Its Effects on the Seismic Performance of Masonry Infilled Reinforced Concrete Frames. In: Journal of Earthquake Engineering, v. 28, n. 1 (April 2023).
https://doi.org/10.1080/13632469.2023.2171509
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Bedriñana, Luis Alberto / Sucasaca, Julio / Tovar, Jhon / Burton, Henry (2023): Design-Oriented Machine-Learning Models for Predicting the Shear Strength of Prestressed Concrete Beams. In: Journal of Bridge Engineering (ASCE), v. 28, n. 4 (April 2023).
https://doi.org/10.1061/jbenf2.beeng-6013
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Guan, Xingquan / Burton, Henry (2022): Bias-variance tradeoff in machine learning: Theoretical formulation and implications to structural engineering applications. In: Structures, v. 46 (Dezember 2022).
https://doi.org/10.1016/j.istruc.2022.10.004
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Yi, Zhengxiang / Burton, Henry (2024): Methodology for effective and efficient regional seismic retrofit using machine learning and stochastic optimization. In: Structure and Infrastructure Engineering, v. 20, n. 2 (Juni 2024).
https://doi.org/10.1080/15732479.2022.2088811
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Omoya, Morolake / Burton, Henry / Baroud, Hiba (2022): Bayesian parameter estimation of duration-based variables used in post-earthquake building recovery modeling. In: Earthquake Spectra, v. 38, n. 3 (Februar 2022).
https://doi.org/10.1177/87552930211073717
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Lu, Xinzheng / Burton, Henry / Nakashima, Masayoshi (2022): AI and data‐driven methods in earthquake engineering. In: Earthquake Engineering and Structural Dynamics, v. 51, n. 7 (Juni 2022).
https://doi.org/10.1002/eqe.3647
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Dahal, Laxman / Burton, Henry / Onyambu, Samuel (2022): Quantifying the effect of probability model misspecification in seismic collapse risk assessment. In: Structural Safety, v. 96 (Mai 2022).
https://doi.org/10.1016/j.strusafe.2022.102185
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Burton, Henry (2022): A moving forest model to predict the building-level progression of ordinance-mandated seismic retrofits. In: Journal of Building Engineering, v. 49 (Mai 2022).
https://doi.org/10.1016/j.jobe.2022.104020
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Guan, Xingquan / Burton, Henry / Shokrabadi, Mehrdad / Yi, Zhengxiang (2021): Seismic Drift Demand Estimation for Steel Moment Frame Buildings: From Mechanics-Based to Data-Driven Models. In: Journal of Structural Engineering (ASCE), v. 147, n. 6 (Juni 2021).
https://doi.org/10.1061/(asce)st.1943-541x.0003004
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Rezaei Rad, Aryan / Burton, Henry / Rogeau, Nicolas / Vestartas, Petras / Weinand, Yves (2021): A framework to automate the design of digitally-fabricated timber plate structures. In: Computers & Structures, v. 244 (Februar 2021).
https://doi.org/10.1016/j.compstruc.2020.106456
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Guan, Xingquan / Burton, Henry / Sabol, Thomas (2020): Python-based computational platform to automate seismic design, nonlinear structural model construction and analysis of steel moment resisting frames. In: Engineering Structures, v. 224 (Dezember 2020).
https://doi.org/10.1016/j.engstruct.2020.111199
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Rezaei Rad, Aryan / Burton, Henry / Weinand, Yves (2020): Out-of-plane (flatwise) behavior of through-tenon connections using the integral mechanical attachment technique. In: Construction and Building Materials, v. 262 (November 2020).
https://doi.org/10.1016/j.conbuildmat.2020.120001
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Masoomi, Hassan / Burton, Henry / Tomar, Agam / Mosleh, Ali (2020): Simulation-Based Assessment of Postearthquake Functionality of Buildings with Disruptions to Cross-Dependent Utility Networks. In: Journal of Structural Engineering (ASCE), v. 146, n. 5 (Mai 2020).
https://doi.org/10.1061/(asce)st.1943-541x.0002555
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Sun, Han / Burton, Henry / Wallace, John (2019): Reconstructing seismic response demands across multiple tall buildings using kernel‐based machine learning methods. In: Structural Control and Health Monitoring, v. 26, n. 7 (Mai 2019).
https://doi.org/10.1002/stc.2359
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Burton, Henry / Rezaei Rad, Aryan / Yi, Zhengxiang / Gutierrez, Damian / Ojuri, Koyejo (2019): Seismic collapse performance of Los Angeles soft, weak, and open-front wall line woodframe structures retrofitted using different procedures. In: Bulletin of Earthquake Engineering, v. 17, n. 4 (Januar 2019).
https://doi.org/10.1007/s10518-018-00524-w
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Rezaei Rad, Aryan / Weinand, Yves / Burton, Henry (2019): Experimental push-out investigation on the in-plane force-deformation behavior of integrally-attached timber Through-Tenon joints. In: Construction and Building Materials, v. 215 (August 2019).
https://doi.org/10.1016/j.conbuildmat.2019.04.156
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Rezaei Rad, Aryan / Burton, Henry / Weinand, Yves (2019): Performance assessment of through-tenon timber joints under tension loads. In: Construction and Building Materials, v. 207 (Mai 2019).
https://doi.org/10.1016/j.conbuildmat.2019.02.112
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Guan, Xingquan / Burton, Henry / Moradi, Saber (2018): Seismic performance of a self-centering steel moment frame building: From component-level modeling to economic loss assessment. In: Journal of Constructional Steel Research, v. 150 (November 2018).
https://doi.org/10.1016/j.jcsr.2018.07.026
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Lallemant, David / Kiremidjian, Anne / Burton, Henry (2015): Statistical procedures for developing earthquake damage fragility curves. In: Earthquake Engineering and Structural Dynamics, v. 44, n. 9 (25 Juli 2015).
https://doi.org/10.1002/eqe.2522
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Burton, Henry / Deierlein, Gregory (2014): Simulation of Seismic Collapse in Nonductile Reinforced Concrete Frame Buildings with Masonry Infills. In: Journal of Structural Engineering (ASCE), v. 140, n. 8 (August 2014).
https://doi.org/10.1061/(asce)st.1943-541x.0000921
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Sun, Han / Burton, Henry / Zhang, Yu / Wallace, John (2018): Interbuilding interpolation of peak seismic response using spatially correlated demand parameters. In: Earthquake Engineering and Structural Dynamics, v. 47, n. 5 (25 April 2018).
https://doi.org/10.1002/eqe.3010