wenjie-liao / DTL_TFC_Vibration_IdentificationLinks
Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response
☆31Updated 3 years ago
Alternatives and similar repositories for DTL_TFC_Vibration_Identification
Users that are interested in DTL_TFC_Vibration_Identification are comparing it to the libraries listed below
Sorting:
- Physics-guided Convolutional Neural Network☆67Updated 4 years ago
- Earthquake Responses prediction using Deep learning and Database☆37Updated 3 months ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆39Updated last month
- Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method☆11Updated 4 months ago
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆19Updated 3 years ago
- Codes of our journal paper: Indirect identification of bridge frequencies using a four-wheel vehicle: Theory and three-dimensional simula…☆16Updated 3 weeks ago
- Deep LSTM for highly nonlinear system modeling☆56Updated 5 years ago
- Frequency Domain Decomposition (FDD)☆10Updated 5 years ago
- ☆10Updated 2 years ago
- This repo contains a PyTorch-based AE-ConvLSTM model for fluid flow prediction. It can forecast 5–10 time steps per forward pass and over…☆24Updated last month
- CONCEPT is a dataset of lamb-wave measured in composite structures in healthy and damaged states. This experiment was conducted at the SH…☆26Updated 3 months ago
- Simulation of a SDOF Bouc-Wen-Baber-Noori hysteretic system☆13Updated 3 years ago
- The modal parameters of a line-like structure are automatically identified using an SSI-COV algorithm applied to ambient vibration data☆34Updated last year
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Updated 4 years ago
- ☆12Updated last year
- We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.☆90Updated last year
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆38Updated 8 years ago
- This repository presents a series of analysis on the performance of Physics-Informed Neural Networks in vibrational systems. The limitati…☆12Updated 2 years ago
- Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks☆109Updated 2 years ago
- Train-Track-Bridge interaction simulation tool for Matlab☆10Updated last year
- xaviergoby / ConvLSTM-Computer-Vision-for-Structural-Health-Monitoring-SHM-and-NonDestructive-Testing-NDTApplication of LSTM network for Structural Health Monitoring & Non-Destructive Testing☆41Updated 3 years ago
- Deep Learning for Structural Health monitoring☆17Updated 9 months ago
- MSherri-eng / Bayesian-Finite-Element-Model-Updating-Using-Evolutionary-Markov-Chain-Monte-Carlo-algorithms☆11Updated 4 years ago
- Using deep learning techniques like 1D and 2D CNNs, LSTM to detect damage in a structure with hinges/joints after an earthquake.☆15Updated 4 years ago
- The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks☆37Updated 2 years ago
- 地震作用下剪切型结构线性/非线性时程分析☆24Updated 6 years ago
- Monitoring fracture propagation with active and passive acoustics☆14Updated last year
- This repository contains code for predicting multiaxial fatigue life of metals using deep learning models (CNN, LSTM, and GRU) combined w…☆19Updated 11 months ago
- Customized FERUM (Finite Element Reliability Using Matlab)☆13Updated 3 years ago
- 声发射信号处理与识别☆72Updated 5 years ago