IoannisDadiotis / statistical_shm
Project for dynamic identification and structural health monitoring of real structures using data-based statistical time series analysis
☆16Updated last year
Alternatives and similar repositories for statistical_shm
Users that are interested in statistical_shm are comparing it to the libraries listed below
Sorting:
- FE model updating in Python☆10Updated 3 years ago
- xaviergoby / ConvLSTM-Computer-Vision-for-Structural-Health-Monitoring-SHM-and-NonDestructive-Testing-NDTApplication of LSTM network for Structural Health Monitoring & Non-Destructive Testing☆39Updated 3 years ago
- For data recovery of Structural Health Monitoring☆10Updated last year
- Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method☆11Updated 2 months ago
- CONCEPT is a dataset of lamb-wave measured in composite structures in healthy and damaged states. This experiment was conducted at the SH…☆26Updated last month
- Codes of our journal paper: Indirect identification of bridge frequencies using a four-wheel vehicle: Theory and three-dimensional simula…☆15Updated 4 months ago
- ☆15Updated last month
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆17Updated last year
- In his project, we proposed a new acquisition function for kriging-based reliability analysis, namely expected uncertainty reduction (EUR…☆11Updated 3 years ago
- Physics-informed deep learning for structural dynamics under moving load☆10Updated 7 months ago
- Predictive Modeling and Uncertainty Quantification of Fatigue Life in Metal Alloys using Machine Learning☆15Updated 2 months ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆37Updated 3 years ago
- Sonkyo blade benchmark☆18Updated 4 years ago
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆25Updated last year
- Frequency Domain Decomposition (FDD)☆10Updated 5 years ago
- MSherri-eng / Bayesian-Finite-Element-Model-Updating-Using-Evolutionary-Markov-Chain-Monte-Carlo-algorithms☆11Updated 3 years ago
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆18Updated 2 months ago
- The digital twin paradigm that integrates the information obtained from sensor data, physics models, as well as operational and inspectio…☆18Updated 3 years ago
- 地震作用下剪切型结构线性/非线性时程分析☆24Updated 5 years ago
- Automated Modal parameters identification from ambient vibrations measurement using the FDD☆22Updated last year
- ☆9Updated last year
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆10Updated last month
- Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model U…☆18Updated 2 years ago
- Physics-informed neural network for fatigue crack propagation (Paris' law)☆16Updated 3 years ago
- FEM enhanced neural network☆15Updated 2 years ago
- Simulation of a SDOF Bouc-Wen-Baber-Noori hysteretic system☆12Updated 3 years ago
- Implementing ensemble learning methods for shear strength prediction of RC deep beams with/without web reinforcements☆16Updated 4 years ago
- The modal parameters of a line-like structure are automatically identified using an SSI-COV algorithm applied to ambient vibration data☆32Updated last year
- Deep LSTM for highly nonlinear system modeling☆55Updated 5 years ago
- Customized FERUM (Finite Element Reliability Using Matlab)☆13Updated 3 years ago