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?
Papers in the last 30 days — financial contagion: 12 · systemic risk: 12
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?
Papers in the last 30 days — decentralized finance: 4 · cryptocurrency: 6
Scholar4AI. (2026). Research ideas tagged “systemic risk”. Journal Research Rankings. Retrieved October 23, 2026, from https://scholar4ai.com/ideas/tags/systemic-risk
@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}
}
Free to reuse for non-commercial purposes with attribution (CC BY-NC 4.0).