AI RESEARCH
A Wasserstein GAN-based climate scenario generator for risk management and insurance: the case of soil subsidence
arXiv CS.LG
•
ArXi:2605.06678v1 Announce Type: new According to the United Nations Office for Disaster Risk Reduction, the average annual cost of natural catastrophes increased from 70--80B USD between 1970 and 2000 to 180--200B USD between 2001 and 2020. Reports from organizations such as the IFOA and the WWF highlight the need for the insurance sector to adapt to this rapidly evolving context by developing medium- to long-term strategies that go beyond the one-year horizon of prudential regulations such as Solvency II. This paper.