Topological Data Analysis

Ask about this topic

Recent momentum

-41%

16 papers in the last 28 days · 0.3% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Also in Topology

Neighbouring directions

Persistent HomologyTopological Deep Learning

Weekly history

Recent digests

What was published in this topic, kept on the site without email delivery.

Period ending 2026-09-21

5 new papers

A weekly snapshot of new work published in Topological Data Analysis.

Period ending 2026-09-14

9 new papers

A weekly snapshot of new work published in Topological Data Analysis.

Period ending 2026-09-07

3 new papers

A weekly snapshot of new work published in Topological Data Analysis.

207 papers

Latest in Topological Data Analysis

Browse all topics →
CardsList

  1. Forward Dynamics of Variable Topology Mechanisms - The Case of Constraint Activation

    Apr 21, 2026Andreas MuellerKinematic ChainRobotic Arms

  2. Towards Optimal Agentic Architectures for Offensive Security Tasks

    Apr 20, 2026Isaac David, Arthur GervaisVulnerability Detection & RepairAgentic Systems

  3. The Topological Dual of a Dataset: A Logic-to-Topology Encoding for AlphaGeometry-Style Data

    Apr 20, 2026Anthony BordgNeuro-Symbolic FrameworkImplicit Neural Representations

  4. Topological Void Analysis A Mathematical Framework for Systematic Technical Innovation Discovery in Knowledge Spaces

    Apr 20, 2026Kris PanInnovationTopological Data Analysis

  5. SkillGraph: Self-Evolving Multi-Agent Collaboration with Multimodal Graph Topology

    Apr 19, 2026Zheng Nie, Ruolin Shen, Xinlei Yu +3Multimodal AgentsMulti-Agent Systems

  6. The Topological Trouble With Transformers

    Apr 18, 2026Michael C. Mozer, Shoaib Ahmed Siddiqui, Rosanne LiuFeed-Forward NetworkTopological Data Analysis

  7. TSM-Pose: Topology-Aware Learning with Semantic Mamba for Category-Level Object Pose Estimation

    Apr 18, 2026Jinshuo Liu, Bingtao Ma, Junlin Su +6Category-Level Object Pose EstimationKeypoint Detection

  8. Spectral Kernel Dynamics for Planetary Surface Graphs: Distinction Dynamics and Topological Conservation

    Apr 17, 2026Jnaneshwar DasTopological Data AnalysisLunar Surface

  9. The Global Neural World Model: Spatially Grounded Discrete Topologies for Action-Conditioned Planning

    Apr 17, 2026Noureddine KermicheJoint-Embedding Predictive ArchitecturesClassical Planning

  10. ReactBench: A Benchmark for Topological Reasoning in MLLMs on Chemical Reaction Diagrams

    Apr 17, 2026Qiang Xu, Shengyuan Bai, Yu Wang +6Reasoning BenchmarkVisual Reasoning

  11. A B-Spline Function Based 3D Point Cloud Unwrapping Scheme for 3D Fingerprint Recognition and Identification

    Apr 17, 2026Mohammad Mogharen Askarin, Jiankun Hu, Min Wang +2FingerprintB-Spline

  12. Structure as Computation: Developmental Generation of Minimal Neural Circuits

    Apr 16, 2026Duan ZhouSynaptic PlasticityMinimal

  13. Building Extraction from Remote Sensing Imagery under Hazy and Low-light Conditions: Benchmark and Baseline

    Apr 16, 2026Feifei Sang, Wei Lu, Hongruixuan Chen +2Single Image DehazingRemote Sensing

  14. KGS-GCN: Kinematics-Driven Gaussian Splatting and Probabilistic Topology for Skeleton-Based Action Recognition

    Mar 16, 2026Yuhan Chen, Yicui Shi, Guofa Li +4Skeleton-Based Action RecognitionPose-Guided Kinematic Reasoning

  15. Deep Learning Network-Temporal Models For Traffic Prediction

    Mar 12, 2026Yufeng Xin, Ethan FanAccurate Traffic ForecastingMultivariate Time Series Forecasting

  16. Agent Identity URI Scheme: Topology-Independent Naming and Capability-Based Discovery for Multi-Agent Systems

    Jan 21, 2026Roland R. RodriguezMulti-Agent SystemsCp-Agent

  17. Beyond Topology: A Morphological Symmetry Graph Representation for Locomotion Policy Learning

    Nov 30, 2025Sizhe Wei, Xulin Chen, Fengze Xie +3Perceptive Locomotion PoliciesTopological Data Analysis

  18. Mixed Data Clustering Survey and Challenges

    Nov 27, 2025Maxence Choufa, Clement Cornet, Guillaume Guerard +2Image ClusteringData Lakes

  19. TOPO-Bench: An Open-Source Topological Mapping Evaluation Framework with Quantifiable Perceptual Aliasing

    Oct 5, 2025Jiaming Wang, Jizhuo Chen, Diwen Liu +1Topological Data AnalysisPerceptual Aliasing

  20. Explainable Information Processing in Particle Swarm Optimization through Landscape and Search Behavior Analysis

    Sep 8, 2025Nitin Gupta, Bapi Dutta, Anupam YadavParticle Swarm OptimizationOptimization Landscape

  21. Topological data analysis using persistent discrete homology

    Jun 17, 2025Chris Kapulkin, Nathan KershawPersistent HomologyTopological Data Analysis

  22. Learning Chern Numbers of Topological Insulators with Gauge Equivariant Neural Networks

    Feb 21, 2025Longde Huang, Oleksandr Balabanov, Hampus Linander +3Quantum Topological PhasesEquivariant Neural Networks

  23. Big data approach to Kazhdan-Lusztig polynomials

    Dec 2, 2024Abel Lacabanne, Daniel Tubbenhauer, Pedro VazPolynomialsSymmetry

  24. Topology-enhanced machine learning for speech signal processing

    Nov 26, 2023Pingyao Feng, Qingrui Qu, Haiyu Zhang +4Topological Deep LearningSignal Processing

  25. PhyloGFN: Phylogenetic inference with generative flow networks

    Oct 12, 2023Mingyang Zhou, Zichao Yan, Elliot Layne +5Phylogenetic TreesGenerative Flow Networks

  26. Universal Topological Regularity of Syntactic Structures

    Jan 31, 2023Fermín Moscoso del Prado MartínSyntactic StructureUniversality

  27. MRI-based Deep Radiomic Phenotyping of Neuromuscular Disorders: A Topology-driven Characterization

    Date pendingMartyna Żur, \Lukasz Piórecki, Marek Socha +5Key Vertebral Morphometry VariablesBiomarker