The physics of financial networks

M Bardoscia, P Barucca, S Battiston, F Caccioli… - Nature Reviews …, 2021 - nature.com
As the total value of the global financial market outgrew the value of the real economy,
financial institutions created a global web of interactions that embodies systemic risks …

Climate change and the financial system

I Monasterolo - Annual Review of Resource Economics, 2020 - annualreviews.org
The financial system could help achieve the global climate targets by aligning investments to
sustainability. However, investors are largely exposed to carbon-intensive assets that could …

Climate risks and financial stability

S Battiston, Y Dafermos, I Monasterolo - Journal of Financial Stability, 2021 - Elsevier
Climate change has been recently recognised as a new source of risk for the financial
system. Over the last years, several central banks and financial supervisors have …

Climate risk and financial stability in the network of banks and investment funds

A Roncoroni, S Battiston, LOL Escobar-Farfán… - Journal of Financial …, 2021 - Elsevier
We analyze the effects on financial stability of the interplay between climate transition risk
and market conditions, such as recovery rate and asset price volatility. To this end, we …

[HTML][HTML] Climate change and financial systemic risk: Evidence from US banks and insurers

D Curcio, I Gianfrancesco, D Vioto - Journal of Financial Stability, 2023 - Elsevier
We study the relationship between climate change and financial systemic risk. First, we test
whether, to what extent and how quickly the systemic risk of US banking and insurance …

Network models of financial systemic risk: a review

F Caccioli, P Barucca, T Kobayashi - Journal of Computational Social …, 2018 - Springer
The global financial system can be represented as a large complex network in which banks,
hedge funds and other financial institutions are interconnected to each other through visible …

A financial macro-network approach to climate policy evaluation

V Stolbova, I Monasterolo, S Battiston - Ecological Economics, 2018 - Elsevier
Existing approaches to assess the economic impact of climate policies tend to overlook the
financial sector and to focus only on direct effects of policies on the specific institutional …

Financial networks and stress testing: Challenges and new research avenues for systemic risk analysis and financial stability implications

S Battiston, S Martinez-Jaramillo - Journal of Financial Stability, 2018 - Elsevier
Network models, stress testing methods and early warning systems are attracting growing
interest both among scholars and practitioners. In this short paper, we illustrate some of the …

PageRank centrality and algorithms for weighted, directed networks

P Zhang, T Wang, J Yan - Physica A: Statistical Mechanics and its …, 2022 - Elsevier
PageRank (PR) is a fundamental tool for assessing the relative importance of the nodes in a
network. In this paper, we propose a measure, weighted PageRank (WPR), extended from …

[HTML][HTML] Quantification of systemic risk from overlapping portfolios in the financial system

S Poledna, S Martínez-Jaramillo, F Caccioli… - Journal of Financial …, 2021 - Elsevier
Financial markets create endogenous systemic risk, the risk that a substantial fraction of the
system ceases to function and collapses. Systemic risk can propagate through different …