75 citations · 208 across the 12 of their papers we have counts for
3 papers · 1 filter
Quantifying the multi-scale and multi-resource impacts of large-scale adoption of renewable energy sources
Elnaz Kabir, Vivek Srikrishnan, M. Vivienne Liu +2
The variability and intermittency of renewable energy sources pose several challenges for power systems operations, including energy curtailment and price volatility. In power syst…
Heterogeneous Vulnerability of Zero-Carbon Power Grids under Climate-Technological Changes
M. Vivienne Liu, Vivek Srikrishnan, Kenji Doering +3
The transition to decarbonized energy systems has become a priority globally to mitigate carbon emissions and, therefore, climate change. However, the vulnerabilities of zero-carbo…
Emulation methods and adaptive sampling increase the efficiency of sensitivity analysis for computationally expensive models
Haochen Ye, Robert E. Nicholas, Vivek Srikrishnan +1
Models with high-dimensional parameter spaces are common in many applications. Global sensitivity analyses can provide insights on how uncertain inputs and interactions influence t…