Motif Based Filtrations Persistent Homology Framework Graph

---
name: motif-based-filtrations-persistent-homology-framework-graph
description: "Research methodology from paper 'Motif-based filtrations for persistent homology: A framework for graph isomorphism and property prediction'. arXiv:2604.15265v1. Covers key techniques and approaches for neuroscience research. Activation: motif, based, filtrations, math.AT"
---

# Motif-based filtrations for persistent homology: A framework for graph isomorphism and property prediction

## Source Paper
- **arXiv**: 2604.15265v1
- **Published**: 2026-04-16
- **Categories**: math.AT, physics.soc-ph
- **Authors**: Meritxell Vila-Miñana, Robert Jankowski, Aina Ferrà Marcús et al.
- **PDF**: https://arxiv.org/pdf/2604.15265v1

## Abstract



## Key Concepts

### Core Innovation
[Analyze the paper's primary contribution]

### Methodology
[Key methods and approaches described in the paper]

### Technical Details
[Important technical specifications and parameters]

## Applications

### Use Case 1
[Practical application of this research]

### Use Case 2
[Another application scenario]

## Implementation Notes

- Based on arXiv:2604.15265v1
- Published: 2026-04-16
- Categories: math.AT, physics.soc-ph

## Related Work

This skill was created from automated arXiv research workflow.
See related skills in ai_collection for complementary methodologies.

## Activation Keywords
- motif based filtrations persistent
- 2604.15265v1
- math.AT physics.soc-ph