228 citations · 242 across the 5 of their papers we have counts for
5 papers
Finding spin glass ground states through deep reinforcement learning
Changjun Fan, Mutian Shen, Zohar Nussinov +3
Spin glasses are disordered magnets with random interactions that are, generally, in conflict with each other. Finding the ground states of spin glasses is not only essential for t…
Optimal Vaccine Allocation for Pandemic Stabilization
Qianqian Ma, Yang-Yu Liu, Alex Olshevsky
How to strategically allocate the available vaccines is a crucial issue for pandemic control. In this work, we propose a mathematical framework for optimal stabilizing vaccine allo…
Controlling network dynamics
Aming Li, Yang-Yu Liu
Network science has experienced unprecedented rapid development in the past two decades. The network perspective has also been widely applied to explore various complex systems in…
Control energy scaling in temporal networks
Aming Li, Sean P. Cornelius, Yang-Yu Liu +2
In practical terms, controlling a network requires manipulating a large number of nodes with a comparatively small number of external inputs, a process that is facilitated by paths…
Emergence of bimodality in controlling complex networks
Tao Jia, Yang-Yu Liu, Endre Csóka +3
Our ability to control complex systems is a fundamental challenge of contemporary science. Recently introduced tools to identify the driver nodes, nodes through which we can achiev…