zhry10 / DeepLSTM
Deep LSTM for highly nonlinear system modeling
☆50Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for DeepLSTM
- Physics-guided Convolutional Neural Network☆62Updated 4 years ago
- We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.☆60Updated last year
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆27Updated 3 years ago
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆16Updated 2 years ago
- Earthquake Responses prediction using Deep learning and Database☆36Updated 10 months ago
- Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems☆30Updated 9 months ago
- This repository contains an Auto-encoder ConvLSTM network (Pytorch) which can be used to predict a large number of time steps (100+). The…☆21Updated 2 years ago
- Using deep learning techniques like 1D and 2D CNNs, LSTM to detect damage in a structure with hinges/joints after an earthquake.☆13Updated 3 years ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…