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08/18/2022
How important are socioeconomic factors for hurricane performance of power systems? An analysis of disparities through machine learning
This paper investigates whether socioeconomic factors are important for ...
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05/20/2022
Multi-stage Resilience Management of Smart Power Distribution Systems: A Stochastic Robust Optimization Model
Significant outages from weather and climate extremes have highlighted t...
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01/17/2022
Optimal monitoring location for risk tracking of geotechnical systems: theory and application to tunneling excavation risks
The maturity of structural health monitoring technology brings ever-incr...
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09/21/2021
Adaptive Reliability Analysis for Multi-fidelity Models using a Collective Learning Strategy
In many fields of science and engineering, models with different fidelit...
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09/11/2021
Adaptive network reliability analysis: Methodology and applications to power grid
Flow network models can capture the underlying physics and operational c...
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07/29/2021
Lyapunov-based uncertainty-aware safe reinforcement learning
Reinforcement learning (RL) has shown a promising performance in learnin...
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02/06/2020
Value of Information Analysis via Active Learning and Knowledge Sharing in Error-Controlled Adaptive Kriging
Large uncertainties in many phenomena of interest have challenged the re...
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02/04/2020