Integrating lumped damage mechanics and LSTM networks for the time-dependent reliability assessment of tubular offshore trusses under stochastic corrosion.2025. Montilla, S.; Bosse, R.; Gidr˜ao, G.; Picón, R.; Beck, A.; Wei Li.; Flórez López, J.
A probabilistic framework is presented for the time-dependent reliability of tubular truss structures under stochastic corrosion and deterministic wind lateral loads. The chemo-mechanical Lumped Damage Mechanics (LDM) element treats corrosion