---
title: "Research ideas tagged systemic risk"
description: "2 research idea notes tagged “systemic risk”."
url: https://scholar4ai.com/ideas/tags/systemic-risk
markdown_url: https://scholar4ai.com/ideas/tags/systemic-risk.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "2 research idea notes tagged “systemic risk”."
---

# Research ideas tagged “systemic risk”

2 research idea notes tagged “systemic risk”.

- [Graph neural networks for financial contagion](https://scholar4ai.com/ideas/graph-neural-networks-for-financial-contagion.md) (2026-10-23, seed): Financial contagion and systemic risk are rising in the finance and economics journals, and graph neural networks are among the largest topics in the AI journals. The two have met in only five papers. Can a graph model learn the channels of contagion that network models fix in advance? Tags: finance, ai, systemic risk.
- [Liquidation cascades in decentralized finance](https://scholar4ai.com/ideas/defi-liquidation-cascades.md) (2026-10-23, seed): Decentralized finance is a growing topic in the finance journals, but only 11 of 54 recent papers on it carry a liquidation, leverage, collateral or stablecoin keyword. Lending protocols liquidate collateral automatically when prices fall. Do these liquidations feed on themselves, and could they reach traditional markets? Tags: finance, crypto, systemic risk.

## Cite this page

Scholar4AI. (2026). Research ideas tagged “systemic risk”. Journal Research Rankings. Retrieved October 23, 2026, from https://scholar4ai.com/ideas/tags/systemic-risk

```bibtex
@misc{scholar4ai-ideas-tags-systemic-risk,
  author = {{Scholar4AI}},
  title = {Research ideas tagged “systemic risk”},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/ideas/tags/systemic-risk}},
  urldate = {2026-10-23},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).