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pso_lstm-example

This file includes datasets and LSTM combined with PSO algorithm MATLAB code.

pyfemu

FE model updating in Python

sensitivity-based-damage-detection

Contains MATLAB implementation of damage identification algorithm

sensor-fusion-based-on-filtering-technique

Investigation different methods to fuse data from different sensor like Gyroscope, Accelerometer, Magnetometer for sensor fusion algorithm

sensorfusion

A simple Matlab example of sensor fusion using a Kalman filter

shms-acceleration-conversion

Conversion of structural health monitoring system acceleration data to velocity and displacement

single-and-multivariable-prediction

Time-series Prediction, Wavelet, Convolution LSTM, Autoencoder, AR, VAR, LFP

smart-highways-internet-of-things

Real time monitoring of highways

sparse-representation-for-damage-identification-of-structural-systems

spectral-analysis

Code for spectral analysis

spod_matlab

Spectral proper orthogonal decomposition in Matlab

statistical_shm

Project for dynamic identification and structural health monitoring of real structures using statistical time series analysis

stochasticsubspaceidentification

Stochastic Subspace Identification (SSI) method for Modal indentification，随机子空间法模态识别

struc-mon

Toolbox for analyzing bridges using ANN and other methods

structural-dynamics-guide

This is a Structural Dynamics learning guide. I hope this guide can help you to learn Structural Dynamics easier.

structural-health-monitoring

ML algorithms on synthetically generated input data set for demonstration of my work in SHM

structural-health-monitoring-1

structural-model-updating

This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formulations and optimization algorithms.

subspace_system_identification

Frequency Domain Subspace Identification of Dynamical Systems

support-vector-data-description-svdd

MATLAB Code for abnormal detection or fault detection using Support Vector Data Description (SVDD).

thesis-bss

List of matlab/octave used in thesis "binaural" by bagustris

thesiscode

thesisreport

time-series-forecasting-simulink

This content shows how to implement time series models provided by Deep Learning Toolbox and Econometrics Toolbox on Simulink model and to update them and forecast value at next time step recursively.

time-series-forecasting-using-deep-learning-for-generation-data

The Project was a study of how closely time series predictions and forecasting can be made on stochastic time models modelled using different artificial neural networks namely LSTM and GRU.

tra

time-variant reliability analysis method

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

transitional_ensemble_mcmc

Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model Updating.

translators

🌏🌍🌎Translators🌎🌍🌏 is a library which aims to bring free, multiple, enjoyable translation to individuals and students in Python. Translators是一个旨在用Python为个人和学生带来免费、多样、愉快翻译的库。

triple-engine-bayesian-global-optimization