TY  - GEN
N2  - This book is a result of a workshop, the 8th of the successful TopoInVis workshop series, held in 2019 in Nykoping, Sweden. The workshop regularly gathers some of the worlds leading experts in this field. Thereby, it provides a forum for discussions on the latest advances in the field with a focus on finding practical solutions to open problems in topological data analysis for visualization. The contributions provide introductory and novel research articles including new concepts for the analysis of multivariate and time-dependent data, robust computational approaches for the extraction and approximations of topological structures with theoretical guarantees, and applications of topological scalar and vector field analysis for visualization. The applications span a wide range of scientific areas comprising climate science, material sciences, fluid dynamics, and astronomy. In addition, community efforts with respect to joint software development are reported and discussed.
DO  - 10.1007/978-3-030-83500-2
DO  - doi
AB  - This book is a result of a workshop, the 8th of the successful TopoInVis workshop series, held in 2019 in Nykoping, Sweden. The workshop regularly gathers some of the worlds leading experts in this field. Thereby, it provides a forum for discussions on the latest advances in the field with a focus on finding practical solutions to open problems in topological data analysis for visualization. The contributions provide introductory and novel research articles including new concepts for the analysis of multivariate and time-dependent data, robust computational approaches for the extraction and approximations of topological structures with theoretical guarantees, and applications of topological scalar and vector field analysis for visualization. The applications span a wide range of scientific areas comprising climate science, material sciences, fluid dynamics, and astronomy. In addition, community efforts with respect to joint software development are reported and discussed.
T1  - Topological methods in data analysis and visualization.
DA  - 2021.
CY  - Cham, Switzerland :
AU  - Hotz, Ingrid.
AU  - Bin Masood, Talha.
AU  - Sadlo, Filip.
AU  - Tierny, Julien,
CN  - QA611.A1
PB  - Springer,
PP  - Cham, Switzerland :
PY  - 2021.
ID  - 1440033
KW  - Topology
KW  - Mathematical analysis
KW  - Information visualization
KW  - Topologie
KW  - Analyse mathématique
KW  - Visualisation de l'information
SN  - 9783030835002
SN  - 3030835006
TI  - Topological methods in data analysis and visualization.
LK  - https://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-83500-2
UR  - https://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-83500-2
ER  -