Realizing cancer precision medicine by integrating systems biology and nanomaterial engineering

JI Joo, M Choi, SH Jang, S Choi, SM Park… - Advanced …, 2020 - Wiley Online Library
Many clinical trials for cancer precision medicine have yielded unsatisfactory results due to
challenges such as drug resistance and low efficacy. Drug resistance is often caused by the …

Weak stabilization of Boolean networks under state-flipped control

Z Liu, J Zhong, Y Liu, W Gui - IEEE Transactions on Neural …, 2021 - ieeexplore.ieee.org
In this brief, stabilization of Boolean networks (BNs) by flipping a subset of nodes is
considered, here we call such action state-flipped control. The state-flipped control implies …

A state-flipped approach to complete synchronization of Boolean networks

L Du, Z Zhang, C Xia - Applied Mathematics and Computation, 2023 - Elsevier
State flipping is an effective control method that has just recently been proposed. In this
paper, the state-flipped mechanism is introduced to implement the complete synchronization …

Cluster synchronization of Boolean networks under state-flipped control with reinforcement learning

Z Zhou, Y Liu, J Lu, L Glielmo - IEEE Transactions on Circuits …, 2022 - ieeexplore.ieee.org
In this brief, cluster synchronization of Boolean Networks (BNs) under state-flipped control is
considered. We show how the cluster synchronization problem can be transformed into a set …

Stabilization and set stabilization of switched Boolean control networks via flipping mechanism

Q Zhang, J Feng, Y Zhao, J Zhao - Nonlinear Analysis: Hybrid Systems, 2021 - Elsevier
Stabilization and set stabilization of switched Boolean control networks are investigated by
using flipping mechanism in this paper. Firstly, with the help of Warshall algorithm, an …

Controllability and stabilization of Boolean control networks by the auxiliary function of flipping

B Chen, X Yang, Y Liu, J Qiu - International Journal of Robust …, 2020 - Wiley Online Library
In this article, a hybrid method combining flip matrix approach and an open (or closed) loop
control is proposed to study global controllability and stabilization of Boolean control …

Stabilization of Probabilistic Boolean Networks via State-Flipped Control and Reinforcement Learning

Y Liu, Z Liu, A Yerudkar… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this article, the state-flipped control technique is explored to investigate the stabilization of
probabilistic Boolean networks (PBNs). Changing the values of many nodes from 0 to 1 (or …

The Demand-Side Management and Control of Smart Grids Based on Weighted Network Congestion Games

J Wang, M Liu, H Wu - IEEE Transactions on Automation …, 2024 - ieeexplore.ieee.org
Based on the semi-tensor product of matrices, this article considers the demand-side
management and state-flipped control of smart grids. Firstly, the smart grids with single-layer …

A node-pinning and state-flipped approach to partial synchronization of Boolean Networks

L Du, Z Zhang, C Xia - Nonlinear Analysis: Hybrid Systems, 2024 - Elsevier
In this paper, the partial synchronization of general Boolean Networks is studied from the
perspective of nodes and states by using the semi-tensor product of matrices. First, by …

An analysis and prediction model based on complex network time series

W Zhang - Expert Systems, 2023 - Wiley Online Library
At present, mainstream research on complex network evolution involves measuring the
developing characteristics of network structure at the macro level. Few studies have focused …