3 papers
stat.AP2026
Bayesian spatial modelling framework for assessing residential flood risk in property insurance
Mulah Moriah, Franck Vermet, Pierre Ailliot +2
Spatial heterogeneity in insurance risk modelling is often represented using coarse areal structures, which can obscure fine-scale patterns critical for accurate risk assessment. T…
stat.AP2026
Contributions of geolocated weather and building related data for insurance assessment of flood risks
Mulah Moriah, Franck Vermet, Pierre Ailliot +2
Floods rank among the costliest natural hazards, causing over USD 100 billion in insured losses between 2013 and 2023. In France, persistent deficits in the natural catastrophe sch…
cs.LG2025
FlowKac: An Efficient Neural Fokker-Planck solver using Temporal Normalizing Flows and the Feynman-Kac Formula
Naoufal El Bekri, Lucas Drumetz, Franck Vermet
Solving the Fokker-Planck equation for high-dimensional complex dynamical systems remains a pivotal yet challenging task due to the intractability of analytical solutions and the l…