Assessment of liquefaction effects on dynamic soil-structure interaction for the 1908 Messina and Reggio Calabria scenario earthquake

F Castelli, S Grasso, V Lentini, MSV Sammito - Soil Dynamics and …, 2024 - Elsevier
Earthquake-induced liquefaction can significantly modify the dynamic response of a soil
deposit and interacting structures. In this study, dynamic soil-structure interaction analyses …

Neural networks-based spring element for second-order analysis of pile-supported structures with nonlinear soil-structure interaction

W Ouyang, L Chen, SW Liu - Engineering Structures, 2024 - Elsevier
This paper proposes a novel structural analysis approach, the neural networks-based spring
element (NNSE) method, to synergize machine learning (ML) techniques with the line finite …