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identification-of-structural-damage-

Using Sammon Map

implementation-of-some-bayesian-filters-for-structural-system-identification

ite-bayesian-updating

Inter-trial effects in visual search: Factorial comparison of Bayesian updating models

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

kernel-principal-component-analysis-kpca

KPCA for dimensionality reduction, feature extraction , fault detection, and fault diagnosis

koma

Knut's Operational Modal Analysis toolboxes for Python and MATLAB

lecture_resources

Repository to the notes and relevant codes for a given lecture.

mac_and_modalupdating

Modal Analysis, Testing, FEA, MAC, Model Correction or Updating

master-thesis-bayesiancnn

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

mathematical_model_rep

platform for sharing codes and updates about our mathematical models

matlab-bayesian-estimation

Matlab Toolbox for Bayesian Estimation

matlab-files

assorted Matlab files

matlab-shm-toolbox

Object-oriented MATLAB toolbox for structural health monitoring

mcmcstat

MCMC toolbox for Matlab

missing-data-imputation-with-bayesian-maximum-entropy-for-internet-of-things-applications

ml

ml-sdd

Structural Damage Detection (SDD) using FCN

ml-shm

Using Machine Learning to eliminate temperature variability in SHM applications

mldamagedetection

modalanalysis-oma-ema

This program provides you the p-LSCF method for Experimental/Operational Modal Analysis.

modelab

MATLAB toolbox for performing modal analysis using experimental data

multicabs

MATLAB code for "Conditional Adaptive Bayesian Spectral Analysis of Replicated Multivariate Time Series" by Li, Bruce, Wutzke, and Long (2020+).

ncorr_2d_matlab

2D Digital Image Correlation Matlab Software

new-pac

科学上网/自由上网/翻墙/软件/方法，免费shadowsocks/ss/ssr/v2ray/goflyway账号，vps一键搭建脚本/教程

openbdlm

Bayesian Dynamic Linear Models for time-series analysis

optimal-sensor-placement

Optimal Sensor Placement Algorithms for modal vibration testing

optisens

Optimal sensor and actuator placement for ultrasonic guided-wave based SHM via an efficient convex cost-benefit analysis

pcg-classifier

Deep Learning-Based Classification of Phonocardiogram Signals Using CNN-BiLSTM Network and Empirical Mode Decomposition

pi4u

Pi4U - High Performance Framework for Bayesian Uncertainty Quantification and Optimization

prediction-using-bayesian-neural-network

Prediction of continuous signals data and Web tracking data using dynamic Bayesian neural network. Compared with other network architectures aswell.