Nonparametric Tree-Based Predictive Modeling of Storm Outages on an Electric Distribution Network

Bayesian Multiscale Modeling of Spatial Infrastructure Performance Predictions with an Application to Electric Power Outage Forecasting

(2015) Allison Reilly et al.   Journal of Infrastructure Systems

Storm outage modeling for an electric distribution network in Northeastern USA

(2015) D. W. Wanik et al.   NATURAL HAZARDS

Parallel Bayesian Additive Regression Trees

(2014) Matthew T. Pratola et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Forecasting hurricane-induced power outage durations

(2014) Roshanak Nateghi et al.   NATURAL HAZARDS

Analysis of the probability of failure for open-grown trees during wind storms

(2014) Cihan Ciftci et al.   PROBABILISTIC ENGINEERING MECHANICS

Forests and erosion: Insights from a study of suspended-sediment dynamics in an overland flow-prone rainforest catchment

(2012) Alexander Zimmermann et al.   JOURNAL OF HYDROLOGY

Hybrid data mining-regression for infrastructure risk assessment based on zero-inflated data

(2011) S.D. Guikema et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Comparison and Validation of Statistical Methods for Predicting Power Outage Durations in the Event of Hurricanes

(2011) Roshanak Nateghi et al.   RISK ANALYSIS

BART: Bayesian additive regression trees

(2010) Hugh A. Chipman et al.   Annals of Applied Statistics

Importance of soil and elevation characteristics for modeling hurricane-induced power outages

(2010) Steven M. Quiring et al.   NATURAL HAZARDS

Prestorm Estimation of Hurricane Damage to Electric Power Distribution Systems

(2010) Seth D. Guikema et al.   RISK ANALYSIS

Crown structure and wood properties: Influence on tree sway and response to high winds

(2009) Damien Sellier et al.   AMERICAN JOURNAL OF BOTANY

Analysis of coupled model uncertainties in source-to-dose modeling of human exposures to ambient air pollution: A PM2.5 case study

(2008) Halûk Özkaynak et al.   ATMOSPHERIC ENVIRONMENT

Flood-based analysis of high-magnitude sediment transport using a non-parametric method

(2008) T. Francke et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Estimating the spatial distribution of power outages during hurricanes in the Gulf coast region

(2008) Seung-Ryong Han et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Spatial generalized linear mixed models of electric power outages due to hurricanes and ice storms

(2007) Haibin Liu et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY