Aman Karamlou, Paolo Bocchini. From component damage to system-level probabilistic restoration functions for a damaged bridge. Journal of Infrastructure Systems, 2017, 23(3), 04016042, DOI: 10.1061/(ASCE)IS.1943-555X.0000342.
This paper proposes a simulation-based technique to compute the probabilistic characteristics of the functionality for a damaged bridge at component-level. Uncertainties in restoration durations and decision process are considered in the simulation analysis. The proposed methodology is applied to a multispan simply supported (MSSS) steel girder bridge after an earthquake.
Aman Karamlou, Paolo Bocchini. Sequencing algorithm with multiple-input genetic operators: application to disaster resilience. Engineering Structures, 2016, 117(C), 591 - 602.
This paper presents a novel evolutionary optimization methodology called "Algorithm with Multiple-Input Genetic Operators” (AMIGO) for optimal resilience restoration scheduling independent tasks considering resource and time constraints.
Ying Zhang, Lawrence V. Snyder, Ted K. Ralphs, Zhaojie Xue. The competitive facility location problem under disruption risks. Transportation Research Part E: Logistics and Transportation Review, 2016, 93, 453-473.
This paper investigates a facility location problem incorporating service competition and disruption risks. A new binary bilevel linear programming (BBLP) model is developed to determine the locations for the leader to maximize her market share, under the strongest possible response by the follower.
Ying Zhang, Lawrence V. Snyder, Mingyao Qi, Lixin Miao. A heterogeneous reliable location model with risk pooling under supply disruptions. Transportation Research Part B Methodological, 2016, 83, 151-178.
This paper investigates a facility location model that considers the disruptions of facilities and the cost savings from the inventory risk-pooling effect and economies of scale.
Aman Karamlou, Liyang Ma, Wenjuan Sun, Paolo Bocchini. Probabilistic restoration prediction for different structures, ICOSSAR 2017, 12th International Conference on Structural Safety & Reliability, 6-10 August, 2017, Vienna, Austria.
This conference paper expands the simulation-based technique (Karamlou and Bocchini 2017) to compute the probabilistic characteristics of the functionality for a damaged substation and a group of damaged bridge structures at component-level.
Sicong Kuang, Brian Davison. Class-specific Word Embedding through Linear Compositionality, International Workshop on Mining Actionable Insights from Social Networks (MAISoN'17) , February 6-10, 2017, Cambridge, UK .
This conference paper applies the linear compossitionality to analyze class-specific word embedding problems.
Francesco Rigato, Mariano Angelo Zanini, Paolo Bocchini. Time-series analysis for the calibration of causative models of spatially distributed infrastructure interdependencies in post-disaster recovery, 1st International Workshop on Resilience at Torino, Italy, September 20-22, 2016.
This conference paper investigates the functionality interdependencies between power, transporation, and communication systems through time-series analysis of simulated data for post-disaster recovery.