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physics.soc-ph2026
Bayesian hypergraph inference from scarce and noisy dynamical observations
Katerina Tang, Vivek Srikrishnan, Jackson Kulik
Inferring higher-order interaction structure from observations of dynamics is a central challenge in complex systems, particularly when data are scarce, noisy, or concentrated in l…
physics.soc-ph2025
Identification of pressure points in modern power systems using transfer entropy
Katerina Tang, M. Vivienne Liu, C. Lindsay Anderson +1
Integration of variable energy resources -- e.g., solar, wind, and hydro -- and end-use electrification increase modern energy systems' weather-dependence. Identifying critical inf…
physics.soc-ph2023
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…