bet365 best casino games title:bet365 best casino games on the robustness of multi-layer complex networks and its application in biological networks
bet365 best casino games Summer:Liu Xueming
Reporting location: Tencent Conference 634 404 288
bet365 best casino games time:October 23, 2022 10:00 am
Master holder:Guo Fei
bet365 best casino games Introduction:
Large-scale failures of complex systems occur from time to time，Such as the lack of a certain biological function、Large-scale power outages and species extinction, etc.。Studying the inherent failure mechanisms of these systems can help us better understand the robustness of the system and take better measures to avoid system collapse。bet365 best casino games has shown that the interdependence between networks is one of the reasons why the system becomes fragile，However, related bet365 best casino games is all aimed at undirected networks，Many networks in real life are directed，such as gene regulatory network、Transportation network, etc.。In response to this problem，Constructed an interdependent directed network model，And proposes a general theoretical framework that can be used to analyze the robustness of any interdependent directed network。For any two directed networks，Based on their respective joint degree distribution，This theoretical framework can be used to predict the collapse threshold of interdependent directed networks。In addition, bet365 best casino games has found that the robustness of the system can be effectively improved by increasing the correlation of out- and in-degrees of nodes within the network。Also，By constructing a multi-layer biological analysis network model，Study its inherent robustness mechanism，Can effectively identify important biological molecules，Such as disease genes and important proteins，And the effect is better than that of isolated biomolecule networks。
Speaker profile:
Liu Xueming，Associate Professor, School of Artificial Intelligence and Automation, Huazhong University of bet365 best casino games and Technology。Engaged in network bet365 best casino games、Research on the application of computational bioinformatics and artificial intelligence in biological systems，Representative work includes multi-layer biomolecule network construction and robustness analysis algorithm development、Multi-layer network robustness analysis、Network controllability analysis、And the application research of these methods in biomolecular networks, etc.。Relevant research results were published as the first authorNature Communications、PNAS、Physics Reports、BMC Systems Biology、Published in journals such as Physical Review E and TCBB。Won the first prize of Hubei Province Natural Science Award in 202，Won the 2018 China ACM SIGBIO Chapter bet365 best casino games Rising Star Award，First Prize in the 2020 Huazhong University of Science and Technology Teacher Teaching Competition，2020 Hubei Province Outstanding Bachelor’s Degree Thesis Supervisor and other awards。
