Report on Optimal Substructure Techniques for Stellar, Gas and Combined Samples
arXiv:2006.07830
Abstract
This document aims at reviewing the different types of clustering algorithms and substructures detection techniques in order to study the spatial and kinematic clustering of stars and detect the gas components in molecular clouds. It is the deliverable: Report on Optimal Substructure Techniques for Stellar, Gas and Combined Samples, for the EU H2020 (COMPET-5-2015 - Space) project (A Gaia and Herschel Study of the Density Distribution and Evolution of Young Massive Star Clusters), Grant Agreement Number: 687528, with abbreviated code name StarFormMapper (SFM) project. The document is organized in the following sections: 1. General Introduction 2. Clustering of Discrete Distributions 3. Clustering of Continuous Distributions 4. Clustering in Astrophysics 5. StarFormMapper 6. Summary and Conclusions
83 pages, Technical report on Optimal Substructure Techniques for Stellar, Gas and Combined Samples, for the EU H2020 (COMPET-5-2015 - Space) project (A Gaia and Herschel Study of the Density Distribution and Evolution of Young Massive Star Clusters), Grant Agreement Number: 687528, with abbreviated code name StarFormMapper (SFM) project
References in corpus (9)
- A Spitzer Survey of Young Stellar Clusters within One Kiloparsec of the Sun: Cluster Core Extraction and Basic Structural Analysis
- Using the minimum spanning tree to trace mass segregation
- From the warm magnetized atomic medium to molecular clouds
- The Spatial Structure of Young Stellar Clusters. I. Subclusters
- The Structure, Dynamics and Star Formation Rate of the Orion Nebula Cluster
- The Structural Evolution of Forming and Early Stage Star Clusters
- A revisit to agglomerates of early-type Hipparcos stars
- Network Analysis of Cosmic Structures : Network Centrality and Topological Environment
- Analysis of the Kinematic Structure of the Cygnus OB1 association