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45story-building-analysis

Modal Analysis, Kalman Estimation, Earthquake Detection

acceleration_based_automated_vehicle

affine-invariant-ensemble-sampler-tutorials

A repository of tutorials demonstrating the implementation of the Affine Invariant Ensemble Sampler

automated_model_selection

Bayesian optimization for automated model selection (BOMS)

autonomous_image_localization

autooma

Matlab Repository for Automatic Structural Modal Analysis

bads

Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB

bayesian-filtering

filtering algorithms for estimating the position of a target

bayesian-finite-element-model-updating-using-evolutionary-markov-chain-monte-carlo-algorithms

bayesian-model-updating-tutorials

Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems

bayesian_model_updating

Bayesian Framework for Updating

bayesian_psd_flutter_derivatives

Matlab code for Bayesian PSD identification of flutter derivatives operated in turbulent flow

bayesianestimation

A practical study on bayesian estimation using Kalman Filter (Linear and Extended) and Particle Filter (SIR)

bayesianmodelupdating

Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems

bayesianspectralestimation

Bayesian nonparametric spectral estimation

bbr_fault_learning

MATLAB codes for the paper: "Sparse Bayesian Learning Approach for Broken Rotor Bar Fault Diagnosis"

bda_m_demos

Bayesian Data Analysis demos for Matlab/Octave

bear-toolbox

The Bayesian Estimation, Analysis and Regression toolbox (BEAR) is a comprehensive (Bayesian Panel) VAR toolbox for forecasting and policy analysis.

big-data-management-and-analysis

My solutions for Statistics 5065 at Cornell University

binaveraging

Averaging noisy data into bins

bipymc

Bayesian Inference. Parallel implementations of DREAM, DE-MC and DRAM.

bns-jt

Reference: Byun, J.-E. and Song, J. (2021). A general framework of Bayesian network for system reliability analysis using junction tree. Reliability Engineering & System Safety, 216, 107952.

bridge-monitoring-doc

Documentation and report structure for the bridge monitoring project

bsa-octave

Bayesian Spectral Analysis code in Octave

bwbn_tmcmc

Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method

camera_calib_matlab

Camera calibration toolbox

cfd-bayesian-optimization

Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.

cive497-cive700

Smart Structure Technology (Winter, 2020)

complex-loads-vibrations

Model assess whether the class notation, DNV COMF- V1, can be met in the cabins at the main deck for a given ship, considering the vibration levels induced by the propeller at the main engine.

convlstm-computer-vision-for-structural-health-monitoring-shm-and-nondestructive-testing-ndt

Application of LSTM network for Structural Health Monitoring & Non-Destructive Testing