activity
20102023
most citedGlobal disorder transition in the community structure of large-q Potts systems

12 citations · 21 across the 3 of their papers we have counts for

collaborators

8 papers

math.AP2023★ 4 cited

Stability results for a hierarchical size-structured population model with distributed delay

Dandan Hu, József Z. Farkas, Gang Huang

In this paper we investigate a structured population model with distributed delay. Our model incorporates two different types of nonlinearities. Specifically we assume that individ…

cond-mat.mtrl-sci2015★ 5 cited

Inference of hidden structures in complex physical systems by multi-scale clustering

Z. Nussinov, P. Ronhovde, Dandan Hu +5

We survey the application of a relatively new branch of statistical physics--"community detection"-- to data mining. In particular, we focus on the diagnosis of materials and autom…

physics.med-ph2012

Automatic Segmentation of Fluorescence Lifetime Microscopy Images of Cells Using Multi-Resolution Community Detection

Dandan Hu, Pinaki Sarder, Peter Ronhovde +3

We have developed an automatic method for segmenting fluorescence lifetime (FLT) imaging microscopy (FLIM) images of cells inspired by a multi-resolution community detection (MCD)…

cond-mat.stat-mech2012

The stability to instability transition in the structure of large scale networks

Dandan Hu, Peter Ronhovde, Zohar Nussinov

We examine phase transitions between the easy, hard, and the unsolvable phases when attempting to identify structure in large complex networks (community detection) in the presence…

cond-mat.stat-mech2012★ 12 cited

Global disorder transition in the community structure of large-q Potts systems

Peter Ronhovde, Dandan Hu, Zohar Nussinov

We examine a global disorder transition when identifying community structure in an arbitrary complex network. Earlier, we illustrated [Phil. Mag. 92, 406 (2012)] that "community de…

cond-mat.stat-mech2011

A Replica Inference Approach to Unsupervised Multi-Scale Image Segmentation

Dandan Hu, Peter Ronhovde, Zohar Nussinov

We apply a replica inference based Potts model method to unsupervised image segmentation on multiple scales. This approach was inspired by the statistical mechanics problem of "com…