Scholar4AI

Research ideas tagged “systemic risk”

2 research idea notes tagged “systemic risk”. Read them as Markdown, JSON or an Atom feed.

economics 116finance 105ai 99management 58operations research 50accounting 36methods 32labor 23energy 18climate 16households 16governance 15banking 14esg 14development 12marketing 11macroeconomics 10trade 10logistics 9market microstructure 9transport 9health 8innovation 8supply chain 8technology 8cities 7ethics 7china 6entrepreneurship 6human resources 6platforms 6politics 6regulation 6crypto 5data 5housing 5agriculture 4audit 4competition 4education 4financial reporting 4healthcare 4inequality 4law 4measurement 4media 4migration 4monetary policy 4operations 4policy 4science 4tax 4decision-making 3environment 3food 3forecasting 3public finance 3retail 3security 3welfare 3asset pricing 2automation 2aviation 2cybersecurity 2demography 2documents 2fixed income 2insurance 2international 2manufacturing 2pensions 2public sector 2publishing 2systemic risk 2
Seed

Graph neural networks for financial contagion

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

Seed

Liquidation cascades in decentralized finance

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

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

@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}
}

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