# Topological and Geometric Data Analysis

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/topological-and-geometric-data-analysis/

## Facts

| Field | Value |
| --- | --- |
| Citations | 274,610 |
| 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. |
| Domain | Physical Sciences |
| Field | Computer Science |
| OpenAlex ID | https://openalex.org/T12536 |
| Works | 41,393 |

## Topic papers all

- [Multiscale Medial Loci and Their Properties](https://scholariq.org/papers/multiscale-medial-loci-and-their-properties/)
- [Psychoradiological patterns of small-world properties and a systematic review of connectome studies of patients with 6 major psychiatric disorders](https://scholariq.org/papers/psychoradiological-patterns-of-small-world-properties-and-a-systematic-review-of/)
- [Topological Modular Forms](https://scholariq.org/papers/topological-modular-forms/)
- [HodgeRank on Random Graphs for Subjective Video Quality Assessment](https://scholariq.org/papers/hodgerank-on-random-graphs-for-subjective-video-quality-assessment/)
- [Reactive human–robot collaborative manipulation of deformable linear objects using a new topological latent control model](https://scholariq.org/papers/reactive-human-robot-collaborative-manipulation-of-deformable-linear-objects/)
- [Topological Properties of Four-Layered Neural Networks](https://scholariq.org/papers/topological-properties-of-four-layered-neural-networks/)

## Topic researchers

Showing 12 of 20.

- [Yoshua Bengio](https://scholariq.org/researchers/yoshua-bengio/)
- [Karl Friston](https://scholariq.org/researchers/karl-friston/)
- [Jitendra Malik](https://scholariq.org/researchers/jitendra-malik/)
- [David L. Donoho](https://scholariq.org/researchers/david-l-donoho/)
- [Bernhard Schölkopf](https://scholariq.org/researchers/bernhard-scholkopf/)
- [Steve Horvath](https://scholariq.org/researchers/steve-horvath/)
- [Stephen Boyd](https://scholariq.org/researchers/stephen-boyd/)
- [Serge Belongie](https://scholariq.org/researchers/serge-belongie/)
- [M. E. J. Newman](https://scholariq.org/researchers/m-e-j-newman/)
- [Nils Gehlenborg](https://scholariq.org/researchers/nils-gehlenborg/)
- [Robert M. May](https://scholariq.org/researchers/robert-m-may/)
- [Jure Leskovec](https://scholariq.org/researchers/jure-leskovec/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.