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    Optimization Framework for Bicycle Network Design 

    Source: Journal of Transportation Engineering, Part A: Systems:;2014:;Volume ( 140 ):;issue: 007
    Author(s): Jennifer Duthie; Avinash Unnikrishnan
    Publisher: American Society of Civil Engineers
    Abstract: This paper presents a new formulation for the network design problem as it relates to retrofitting existing roadway infrastructure for bicycles. The goal of the problem is, for a minimum cost, to connect all origin–destination ...
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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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    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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