Center for Computational Science and Engineering (CCSE): Recent submissions
Now showing items 19-21 of 74
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Mathematical and Computational Foundations to Enable Predictive Digital Twins at Scale
(Massachusetts Institute of Technology, 2021-06)A digital twin is a computational model that evolves over time to persistently represent a unique physical asset. Digital twins underpin intelligent automation by enabling asset-specific analysis and data-driven decision-making. ... -
Risk Assessment and Optimal Response Strategies for Resilience of Electric Power Infrastructure to Extreme Weather
(Massachusetts Institute of Technology, 2021-06)Extreme weather is an increasingly critical threat to infrastructure systems. This thesis develops a stochastic modeling and decision-making framework for proactive resource allocation and response strategies to improve ... -
Combining numerical simulation and machine learning - modeling coupled solid and fluid mechanics using mesh free methods
(Massachusetts Institute of Technology, 2020)The prediction and understanding of physical systems is largely divided into two camps, those based on data, and those based on the numerical models. These two approaches have long been developed independently of each ...
