output
20022026
most citedDifferentiable modeling to unify machine learning and physical models and advance Geosciences

466 citations

Showing physics.soc-phShow all

8 papers · 1 filter

physics.soc-ph2024★ 3 cited

Assessing the Robustness and Resilience of U.S. Strategic Highways: A Network Science Perspective

Sukhwan Chung, Daniel Sardak, Jeffrey Cegan +1

Network science is a powerful tool for analyzing transportation networks, offering insights into their structures and enabling the quantification of resilience and robustness. Unde…

physics.soc-ph2022★ 18 cited

Effects of shady environments on fish collective behavior

Haroldo V. Ribeiro, Matthew R. Acre, Jacob D. Faulkner +6

Despite significant efforts devoted to understanding the underlying complexity and emergence of collective movement in animal groups, the role of different external settings on thi…

physics.soc-ph2022★ 20 cited

Finding shortest and nearly shortest path nodes in large substantially incomplete networks

Maksim Kitsak, Alexander Ganin, Ahmed Elmokashfi +5

Dynamic processes on networks, be it information transfer in the Internet, contagious spreading in a social network, or neural signaling, take place along shortest or nearly shorte…

physics.soc-ph2017★ 463 cited

Resilience and efficiency in transportation networks

Alexander A. Ganin, Maksim Kitsak, Dayton Marchese +3

Urban transportation systems are vulnerable to congestion, accidents, weather, special events, and other costly delays. Whereas typical policy responses prioritize reduction of del…

physics.soc-ph2017★ 98 cited

Resilience management during large-scale epidemic outbreaks

Emanuele Massaro, Alexander Ganin, Nicola Perra +2

Assessing and managing the impact of large-scale epidemics considering only the individual risk and severity of the disease is exceedingly difficult and could be extremely expensiv…

physics.soc-ph2017★ 68 cited

Stability of a Giant Connected Component in a Complex Network

Maksim Kitsak, Alexander A. Ganin, Daniel A. Eisenberg +4

We analyze the stability of the network's giant connected component under impact of adverse events, which we model through the link percolation. Specifically, we quantify the exten…