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    Bayesian Survival Analysis for US Concrete Highway Bridge Decks 

    Source: Journal of Infrastructure Systems:;2020:;Volume ( 026 ):;issue: 001
    Author(s): Adam Fleischhacker; Omar Ghonima; Thomas Schumacher
    Publisher: ASCE
    Abstract: A leading factor in structural decline of highway bridges is the deterioration of concrete decks. Thus, a method to predict bridge deck performance is vital for transportation agencies to allocate future repair and ...
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    Using Tensor Factorization to Predict Network-Level Performance of Bridges 

    Source: Journal of Infrastructure Systems:;2017:;Volume ( 023 ):;issue: 003
    Author(s): Offei Adarkwa; Nii Attoh-Okine; Thomas Schumacher
    Publisher: American Society of Civil Engineers
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    Retracted: Characterization of Flexural and Shear Cracks in Reinforced Concrete Beams Using Moment Tensor Inversion from Acoustic Emission Signals 

    Source: Journal of Structural Engineering:;2017:;Volume ( 143 ):;issue: 003
    Author(s): Lassaad Mhamdi; Thomas Schumacher; Lindsay Linzer
    Publisher: American Society of Civil Engineers
    Abstract: Quantitative characterization of fracture mechanisms in concrete is a challenging problem that has not been convincingly solved to date. Several monitoring approaches have been proposed to capture and characterize different ...
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    Data Mining of Bridge Concrete Deck Parameters in the National Bridge Inventory by Two-Step Cluster Analysis 

    Source: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering:;2017:;Volume ( 003 ):;issue: 002
    Author(s): Matija Radovic; Omar Ghonima; Thomas Schumacher
    Publisher: American Society of Civil Engineers
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    Survival Analysis of Concrete Highway Bridge Decks in Oregon Utilizing LASSO and Stepwise-Variable Selection 

    Source: Journal of Bridge Engineering:;2020:;Volume ( 025 ):;issue: 010
    Author(s): Jael Wettach-Glosser; Avinash Unnikrishnan; Thomas Schumacher
    Publisher: ASCE
    Abstract: This research studied the relationship between Oregon national bridge inventory (NBI) data as well as additional design/detailing variables and concrete highway bridge deck performance. Cox proportional hazards regression ...
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    Heterogeneity-Based Survival Analysis of NBI Condition Ratings for Concrete Highway Bridge Decks in Oregon by Condition Group 

    Source: Journal of Infrastructure Systems:;2021:;Volume ( 027 ):;issue: 004:;page 04021029-1
    Author(s): Jason C. Anderson; Avinash Unnikrishnan; Thomas Schumacher
    Publisher: ASCE
    Abstract: This study applied a heterogeneity-based survival analysis to determine significant contributing factors to a bridge deck’s time-in-condition rating (TICR) by condition rating (CR) group: high CR, medium CR, and low CR. ...
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    Estimating Prestressed Concrete Bridge Reliability and Rating Factors Using Bayesian Networks with an Application to a Bridge Made Continuous for Live Load 

    Source: Practice Periodical on Structural Design and Construction:;2024:;Volume ( 029 ):;issue: 004:;page 04024064-1
    Author(s): Jeffery M. Roberts; Thomas Schumacher; Andrew B. Groeneveld; Stephanie G. Wood; Edgardo Ruiz
    Publisher: American Society of Civil Engineers
    Abstract: The bridge inspection process has multiple steps. One obvious element is for inspectors to identify defects in the main components of the structural system and assign condition ratings. These condition ratings are somewhat ...
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    Detection of Vehicles with Studded Tires Using Acoustic Emission Sensors Mounted to Highway Bridges 

    Source: Journal of Transportation Engineering, Part A: Systems:;2010:;Volume ( 136 ):;issue: 005
    Author(s): Thomas Schumacher; Christopher C. Higgins; Steven C. Lovejoy
    Publisher: American Society of Civil Engineers
    Abstract: Transportation agencies expend large amounts of money annually to maintain highway wearing surfaces. Wear depends mainly on axle weight, vehicle speed, temperature, surface type, and the type of tires mounted on vehicles. ...
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    Experimental Setup for a Large-Scale Bridge Superstructure Model Subjected to Waves 

    Source: Journal of Waterway, Port, Coastal, and Ocean Engineering:;2011:;Volume ( 137 ):;issue: 001
    Author(s): Christopher Bradner; Thomas Schumacher; Daniel Cox; Christopher Higgins
    Publisher: American Society of Civil Engineers
    Abstract: To gain a better understanding of the wave forces that led to the failure of numerous causeway-type coastal highway bridges along the U.S. Gulf coast, a series of experiments was conducted on a realistic, 1:5 scale reinforced ...
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    Performance of US Concrete Highway Bridge Decks Characterized by Random Parameters Binary Logistic Regression 

    Source: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering:;2020:;Volume ( 006 ):;issue: 001
    Author(s): Omar Ghonima; Jason C. Anderson; Thomas Schumacher; Avinash Unnikrishnan
    Publisher: ASCE
    Abstract: This study employs a random parameters binary logistic regression (LR) to characterize the impact of environmental and structural parameters on concrete highway bridge deck deterioration nationwide. Two specific gaps in ...
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