A LSTM surrogate modelling approach for caisson foundations
Sign Up to like & getrecommendations! Published in 2020 at "Ocean Engineering"
DOI: 10.1016/j.oceaneng.2020.107263
Abstract: Abstract This study proposes a hybrid surrogate modelling approach with the integration of deep learning algorithm long short-term memory (LSTM) to identify the mechanical responses of caisson foundations in marine soils. The LSTM based surrogate… read more here.
Keywords: modelling approach; caisson foundations; lstm based; surrogate modelling ... See more keywords
Equivalent seismic coefficients for caisson foundations supporting bridge piers
Sign Up to like & getrecommendations! Published in 2020 at "Soil Dynamics and Earthquake Engineering"
DOI: 10.1016/j.soildyn.2019.105955
Abstract: Abstract Safety of a foundation under seismic loading is strongly dependent on the inertial forces transmitted by the superstructure, exchanged with the surrounding soil and acting into the foundation itself. The latter contribution, typically neglected… read more here.
Keywords: equivalent seismic; foundation; caisson foundations; supporting bridge ... See more keywords
Predicting the cyclic behaviour of suction caisson foundations using the finite element method
Sign Up to like & getrecommendations! Published in 2017 at "Ships and Offshore Structures"
DOI: 10.1080/17445302.2016.1158686
Abstract: The deformation of suction caisson foundations in response to complex cyclic loadings is an essential consideration in their design. Under cyclic loadings, pore pressure and unrecoverable deformation in the foundations accumulate depending on the properties… read more here.
Keywords: suction; finite element; element method; suction caisson ... See more keywords