physics.md

Physics Inspired

• Community Detection on Networks with Ricci Flow (Nature Scientific Reports 2019)

  • Chien-Chun Ni, Yu-Yao Lin, Feng Luo and Jie Gao
  • [Paper]
  • [Python Reference]

• Community Detection Using Preference Networks (Physica A 2018)

  • Mursel Tasgin and Halu Bingol
  • [Paper]
  • [Java Reference]

• Thermodynamics of the Minimum Description Length on Community Detection (ArXiv 2018)

  • Juan Ignacio Perotti, Claudio Juan Tessone, Aaron Clauset and Guido Caldarelli
  • [Paper]
  • [Python Reference]

• Fluid Communities: A Community Detection Algorithm (CompleNet 2017)

  • Ferran Parés, Dario Garcia-Gasulla, Armand Vilalta, Jonatan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés and Toyotaro Suzumura
  • [Paper]
  • [Python Reference]

• A Local Perspective on Community Structure in Multilayer Networks (Network Science 2017)

  • Lucas GS Jeub, Michael Mahoney, Peter J Mucha and Mason A Porter
  • [Paper]
  • [Python Reference]

• BlackHole: Robust Community Detection Inspired by Graph Drawing (ICDE 2016)

  • Sungsu Lim, Junghoon Kim, and Jae-Gil Lee
  • [Paper]
  • [C++ Reference]

• Defining Least Community as a Homogeneous Group in Complex Networks (Physica A 2015)

  • Renaud Lambiotte, J-C Delvenne, and Mauricio Barahona
  • [Paper]
  • [Python Reference]

• Community Detection Based on Distance Dynamics (KDD 2015)

  • Shao Junming, Han Zhichao, Yang Qinli, and Zhou Tao
  • [Paper]
  • [Python Reference]

• Think Locally, Act Locally: Detection of Small, Medium-Sized, and Large Communities in Large Networks (Physica Review E 2015)

  • Lucas G. S. Jeub, Prakash Balachandran, Mason A. Porter, Peter J. Mucha, and Michael W. Mahoney
  • [Paper]
  • [Python Reference]

• Detecting Community Structure Using Label Propagation with Weighted Coherent Neighborhood Propinquity (Physica A 2013)

  • Hao Lou, Shenghong Li, and Yuxin Zhao
  • [Paper]
  • [Java Reference]

• Parallel Community Detection on Large Networks with Propinquity Dynamics (KDD 2009)

  • Yuzhou Zhang, Jianyong Wang, Yi Wang, and Lizhu Zhou
  • [Paper]
  • [Java Reference]

• Laplacian Dynamics and Multiscale Modular Structure in Networks (IEEE TNSE 2008)

  • Renaud Lambiotte, J-C Delvenne, and Mauricio Barahona
  • [Paper]
  • [R Reference]

• Statistical Mechanics of Community Detection (Phyics Review E 2006)

  • Jorh Reichardt and Stefan Bornholdt
  • [Paper]
  • [Ruby Reference]