Deep long short-term memory networks for nonlinear structural seismic response prediction

This paper presents a comprehensive study on developing advanced deep learning approaches for nonlinear structural response modeling and prediction. Two schemes of the long short-term memory (LSTM) network are proposed for data-driven structural seismic response modeling. The proposed deep learning...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Buyukozturk, Oral, Sun, Hao
अन्य लेखक: Massachusetts Institute of Technology. Department of Civil and Environmental Engineering
स्वरूप: लेख
भाषा:English
प्रकाशित: Elsevier BV 2020
ऑनलाइन पहुंच:https://hdl.handle.net/1721.1/126761