Topic · Statistical and Nonlinear Physics · Physics and Astronomy
OpenAlex topic; a paper is listed when OpenAlex scores it at least 0.5 for this topic.
38 papers
Guillaume Rollin, José Lages, Dima L. Shepelyansky
The paper uses Wikipedia's network to analyze cancer-drug-country interactions, finding strong agreement between drug-cancer links and medical prescriptions.
Saurabh Kumar Sharma, Soibam Shyamchand Singh, Dineshchandra Haobijam…·R. K. Brojen Singh
The paper analyzes brain network energy distribution using a Hamiltonian function and identifies phase transitions linked to brain states through a resolution parameter.
Minoo Ashtiani, Mehdi Mirzaie, Mohieddin Jafari
CINNA compares centrality measures to identify the most informative nodes in networks using dimensionality reduction.
Spencer G. Farrell, Arnold Mitnitski, Olga Theou…·Andrew D. Rutenberg
The paper models human aging as a stochastic network of health attributes and shows that network structure influences the recovery of observational health data.
Marinka Žitnik, Rok Sosič, Jure Leskovec
This paper introduces a method to prioritize network communities for experimental validation, showing significant improvement in prioritization efficiency.
Paola Pesántez‐Cabrera, Ananth Kalyanaraman
The paper introduces an efficient algorithm for community detection in biological bipartite networks, showing improved speed and comparable quality to existing methods.
Marina Vegué, Rodrigo Perin, Alex Roxin
The paper shows that small sample sizes make it hard to distinguish different network topologies in cortical circuits and introduces a new statistic to overcome this limitation.
This paper introduces a model to study modularity breakdown in networks and finds that modularity breakdown is an adaptive feature under functional and cost constraints.