Skip to Main Content
Umbrella Alt Text
header search
Search
Advanced Search |Citation Search
Skip Nav Destination

Analyzing collective motion with machine learning and topology

Chaos 29, 123125 (2019)
This article has been cited by the following articles in journals that are participating in CrossRef Cited-by Linking.
Spatial distribution order parameter prediction of collective system using graph network
  • Huimin Zhao
  • Rui Wang
  • Cai Zhao
  • Wen Zheng
Chinese Physics B 32, 056402 (2023)
Topological data analysis and machine learning
  • Daniel Leykam
  • Dimitris G. Angelakis
Advances in Physics: X (2023) 8 (1)
Zigzag persistence for coral reef resilience using a stochastic spatial model
  • R. A. McDonald
  • R. Neuhausler
  • M. Robinson
  • L. G. Larsen
  • H. A. Harrington
  • M. Bruna
Journal of The Royal Society Interface (2023) 20 (205)
Swarm Modeling With Dynamic Mode Decomposition
  • Emma Hansen
  • Steven L. Brunton
  • Zhuoyuan Song
IEEE Access (2022) 10: 59508.
Detecting bifurcations in dynamical systems with CROCKER plots
  • İsmail Güzel
  • Elizabeth Munch
  • Firas A. Khasawneh
Chaos: An Interdisciplinary Journal of Nonlinear Science (2022) 32 (9)
Capturing dynamics of time-varying data via topology
  • Lu Xian
  • Henry Adams
  • Chad M. Topaz
  • Lori Ziegelmeier
Foundations of Data Science 4, 1 (2022)
Dark soliton detection using persistent homology
  • Daniel Leykam
  • Irving Rondón
  • Dimitris G. Angelakis
Chaos: An Interdisciplinary Journal of Nonlinear Science (2022) 32 (7)
Change point detection in multi-agent systems based on higher-order features
  • Kongjing Gu
  • Liang Yan
  • Xiang Li
  • Xiaojun Duan
  • Jingjie Liang
Chaos: An Interdisciplinary Journal of Nonlinear Science (2022) 32 (11)
Learning anisotropic interaction rules from individual trajectories in a heterogeneous cellular population
  • Daniel A. Messenger
  • Graycen E. Wheeler
  • Xuedong Liu
  • David M. Bortz
Journal of The Royal Society Interface (2022) 19 (195)
Systematic Analysis of Emergent Collective Motion Produced by a 3D Hybrid Zonal Model
  • Rajnesh K. Mudaliar
  • Andrei V. Zvezdin
  • Geoffrey S. Bratt
  • Timothy M. Schaerf
Bulletin of Mathematical Biology (2022) 84 (1)
Topology Applied to Machine Learning: From Global to Local
  • Henry Adams
  • Michael Moy
Frontiers in Artificial Intelligence (2021) 4
The application of topological data analysis to human motion recognition
  • Marcin Żelawski
  • Tomasz Hachaj
Technical Transactions 1.
Minimal Cycle Representatives in Persistent Homology Using Linear Programming: An Empirical Study With User’s Guide
  • Lu Li
  • Connor Thompson
  • Gregory Henselman-Petrusek
  • Chad Giusti
  • Lori Ziegelmeier
Frontiers in Artificial Intelligence (2021) 4
Topological data analysis distinguishes parameter regimes in the Anderson-Chaplain model of angiogenesis
  • John T. Nardini
  • Bernadette J. Stolz
  • Kevin B. Flores
  • Heather A. Harrington
  • Helen M. Byrne
  • Mark Chaplain
PLOS Computational Biology 17, e1009094 (2021)
Topological data analysis of collective and individual epithelial cells using persistent homology of loops
  • Dhananjay Bhaskar
  • William Y. Zhang
  • Ian Y. Wong
Soft Matter 17, 4653 (2021)
Bridging from single to collective cell migration: A review of models and links to experiments
  • Andreas Buttenschön
  • Leah Edelstein-Keshet
  • Alex Mogilner
PLOS Computational Biology 16, e1008411 (2020)
Examination of an averaging method for estimating repulsion and attraction interactions in moving groups
  • Rajnesh K. Mudaliar
  • Timothy M. Schaerf
  • Ivan Kryven
PLOS ONE 15, e0243631 (2020)
  • Online ISSN 1089-7682
  • Print ISSN 1054-1500

Resources

Explore

pubs.aip.org

Connect with AIP Publishing

  • © Copyright AIP
Close Modal
This Feature Is Available To Subscribers Only

or Create an Account

Close Modal
Close Modal