Item talk:Q167973

OpenAlex: !!python/object/new:pyalex.api.Topic

 dictitems:
   cited_by_count: 207503
   created_date: '2024-01-23'
   description: This cluster of papers focuses on the application of topological
     data analysis in various scientific and engineering domains. It covers topics
     such as persistent homology, shape analysis, statistical topology, machine learning,
     and spatial data.
   display_name: Topological Data Analysis in Science and Engineering
   domain:
     display_name: Physical Sciences
     id: https://openalex.org/domains/3
   field:
     display_name: Computer Science
     id: https://openalex.org/fields/17
   id: https://openalex.org/T12536
   ids:
     openalex: https://openalex.org/T12536
     wikipedia: https://en.wikipedia.org/wiki/Topological_data_analysis
   keywords:
   - Persistent Homology
   - Topological Methods
   - Data Analysis
   - Complex Networks
   - Shape Analysis
   - Statistical Topology
   - Morse Theory
   - Point Cloud Data
   - Machine Learning
   - Spatial Data
   siblings:
   - display_name: Adaptive Dynamic Programming for Optimal Control
     id: https://openalex.org/T12794
   - display_name: Automata Theory and Formal Languages
     id: https://openalex.org/T11567
   - display_name: Combinatorial Optimization and Complexity Theory
     id: https://openalex.org/T10720
   - display_name: Complexity Theory and Emergent Systems
     id: https://openalex.org/T12469
   - display_name: Computational Complexity and Algorithmic Information Theory
     id: https://openalex.org/T12002
   - display_name: Computational Contact Mechanics and Variational Inequalities
     id: https://openalex.org/T12809
   - display_name: Computational Methods in Drug Discovery
     id: https://openalex.org/T10211
   - display_name: Design and Simulation of Quantum-dot Cellular Automata
     id: https://openalex.org/T13182
   - display_name: Floating-Point Arithmetic in Scientific Computation
     id: https://openalex.org/T11697
   - display_name: Formal Methods in Software Verification and Control
     id: https://openalex.org/T10142
   - display_name: Fuzzy Logic and Residuated Lattices
     id: https://openalex.org/T11727
   - display_name: Graph Labeling and Dimension Problems
     id: https://openalex.org/T12541
   - display_name: Graph Theory and Algorithms
     id: https://openalex.org/T10374
   - display_name: Iterative Algorithms for Nonlinear Operators and Optimization
     id: https://openalex.org/T10545
   - display_name: Mathematical Information Retrieval and Search
     id: https://openalex.org/T13523
   - display_name: Matrix Algorithms and Iterative Methods
     id: https://openalex.org/T10792
   - display_name: Modelica Language and Simulation Environment
     id: https://openalex.org/T13286
   - display_name: Modeling and Control of Petri Nets in Systems
     id: https://openalex.org/T11125
   - display_name: Multiobjective Optimization in Evolutionary Algorithms
     id: https://openalex.org/T10848
   - display_name: Multiscale Methods for Heterogeneous Systems
     id: https://openalex.org/T12100
   - display_name: Rough Sets Theory and Applications
     id: https://openalex.org/T11063
   - display_name: Symbolic Computing in Algebraic Geometry and Cryptography
     id: https://openalex.org/T11435
   - display_name: Theory and Applications of Cellular Automata
     id: https://openalex.org/T12162
   subfield:
     display_name: Computational Theory and Mathematics
     id: https://openalex.org/subfields/1703
   updated_date: '2024-05-20T05:08:32.700145'
   works_count: 22644