13 citations · 21 across the 10 of their papers we have counts for
11 papers
Reconstructing temporal multi-relational firm networks at scale using large language models. The case of the semiconductor industry
Seyda Köse, Christian Diem, Elma Dervic +5
The semiconductor industry is foundational to modern technology, yet its complex global multi-relational firm network remains poorly understood, posing challenges to scientists, fi…
Combined climate stress testing of supply-chain networks and the financial system with nation-wide firm-level emission estimates
Zlata Tabachová, Christian Diem, Johannes Stangl +2
On the way towards carbon neutrality, climate stress testing provides estimates for the physical and transition risks that climate change poses to the economy and the financial sys…
A data-driven econo-financial stress-testing framework to estimate the effect of supply chain networks on financial systemic risk
Jan Fialkowski, Christian Diem, András Borsos +1
Supply chain disruptions constitute an often underestimated risk for financial stability. As in financial networks, systemic risks in production networks arises when the local fail…
Estimating the impact of supply chain network contagion on financial stability
Zlata Tabachová, Christian Diem, András Borsos +2
Realistic credit risk assessment, the estimation of losses from counterparty's failure, is central for the financial stability. Credit risk models focus on the financial conditions…
Estimating the loss of economic predictability from aggregating firm-level production networks
Christian Diem, András Borsos, Tobias Reisch +2
To estimate the reaction of economies to political interventions or external disturbances, input-output (IO) tables -- constructed by aggregating data into industrial sectors -- ar…
Firm-level supply chains to minimize unemployment and economic losses in rapid decarbonization scenarios
Johannes Stangl, András Borsos, Christian Diem +2
Urgently needed carbon emissions reductions might lead to strict command-and-control decarbonization strategies with potentially negative economic consequences. Analysing the entir…
Propagation of disruptions in supply networks of essential goods: A population-centered perspective of systemic risk
William Schueller, Christian Diem, Melanie Hinterplattner +4
The Covid-19 pandemic drastically emphasized the fragility of national and international supply networks (SNs),leading to significant supply shortages of essential goods for people…
Inequality in economic shock exposures across the global firm-level supply network
Abhijit Chakraborty, Tobias Reisch, Christian Diem +1
For centuries, national economies created wealth by engaging in international trade and production. The resulting international supply networks not only increase wealth for countri…
Inferring supply networks from mobile phone data to estimate the resilience of a national economy
Tobias Reisch, Georg Heiler, Christian Diem +1
National economies rest on networks of millions of customer-supplier relations. Some companies -- in the case of their default -- can trigger significant cascades of shock in the s…
Quantifying firm-level economic systemic risk from nation-wide supply networks
Christian Diem, András Borsos, Tobias Reisch +2
Crises like COVID-19 or the Japanese earthquake in 2011 exposed the fragility of corporate supply networks. The production of goods and services is a highly interdependent process…
What is the Minimal Systemic Risk in Financial Exposure Networks?
Christian Diem, Anton Pichler, Stefan Thurner
Management of systemic risk in financial markets is traditionally associated with setting (higher) capital requirements for market participants. There are indications that while eq…