2 papers
math.NA2025
A deep learning-based surrogate model for seismic data assimilation in fault activation modeling
Caterina Millevoi, Claudia Zoccarato, Massimiliano Ferronato
Assessing the safety and environmental impacts of subsurface resource exploitation and management is critical and requires robust geomechanical modeling. However, uncertainties ste…
math.NA2025
A Physics-Informed Neural Network approach for compartmental epidemiological models
Caterina Millevoi, Damiano Pasetto, Massimiliano Ferronato
Compartmental models provide simple and efficient tools to analyze the relevant transmission processes during an outbreak, to produce short-term forecasts or transmission scenarios…