Control principles of complex systems
A reflection of our ultimate understanding of a complex system is our ability to control its
behavior. Typically, control has multiple prerequisites: it requires an accurate map of the …
behavior. Typically, control has multiple prerequisites: it requires an accurate map of the …
Structure and dynamics of molecular networks: a novel paradigm of drug discovery: a comprehensive review
Despite considerable progress in genome-and proteome-based high-throughput screening
methods and in rational drug design, the increase in approved drugs in the past decade did …
methods and in rational drug design, the increase in approved drugs in the past decade did …
[HTML][HTML] Target control of complex networks
Controlling large natural and technological networks is an outstanding challenge. It is
typically neither feasible nor necessary to control the entire network, prompting us to explore …
typically neither feasible nor necessary to control the entire network, prompting us to explore …
On submodularity and controllability in complex dynamical networks
Controllability and observability have long been recognized as fundamental structural
properties of dynamical systems, but have recently seen renewed interest in the context of …
properties of dynamical systems, but have recently seen renewed interest in the context of …
Exact controllability of complex networks
Controlling complex networks is of paramount importance in science and engineering.
Despite the recent development of structural controllability theory, we continue to lack a …
Despite the recent development of structural controllability theory, we continue to lack a …
Data based identification and prediction of nonlinear and complex dynamical systems
The problem of reconstructing nonlinear and complex dynamical systems from measured
data or time series is central to many scientific disciplines including physical, biological …
data or time series is central to many scientific disciplines including physical, biological …
Controlling complex networks: How much energy is needed?
The outstanding problem of controlling complex networks is relevant to many areas of
science and engineering, and has the potential to generate technological breakthroughs as …
science and engineering, and has the potential to generate technological breakthroughs as …
Control centrality and hierarchical structure in complex networks
We introduce the concept of control centrality to quantify the ability of a single node to control
a directed weighted network. We calculate the distribution of control centrality for several …
a directed weighted network. We calculate the distribution of control centrality for several …
Optimally controlling the human connectome: the role of network topology
To meet ongoing cognitive demands, the human brain must seamlessly transition from one
brain state to another, in the process drawing on different cognitive systems. How does the …
brain state to another, in the process drawing on different cognitive systems. How does the …
[HTML][HTML] Emergence of bimodality in controlling complex networks
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 achieve …
Recently introduced tools to identify the driver nodes, nodes through which we can achieve …