furkan-luleci / GenerativeAI-in-SHMLinks
☆11Updated 2 years ago
Alternatives and similar repositories for GenerativeAI-in-SHM
Users that are interested in GenerativeAI-in-SHM are comparing it to the libraries listed below
Sorting:
- Physics-guided Convolutional Neural Network☆68Updated 5 years ago
- Deep Learning for Structural Health monitoring☆20Updated last year
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆33Updated 4 years ago
- Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method☆14Updated 8 months 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
- Simulation of a SDOF Bouc-Wen-Baber-Noori hysteretic system☆13Updated 4 years ago
- ☆11Updated last year
- Codes of our journal paper: Indirect identification of bridge frequencies using a four-wheel vehicle: Theory and three-dimensional simula…☆19Updated 2 months ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆43Updated 5 months ago
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆19Updated 4 years ago
- Train-Track-Bridge interaction simulation tool for Matlab☆12Updated last year
- Earthquake Responses prediction using Deep learning and Database☆39Updated 8 months ago
- Frequency Domain Decomposition (FDD)☆10Updated 5 years ago
- Deep LSTM for highly nonlinear system modeling☆56Updated 6 years ago
- A toolbox for Sequential Bayesian Inference in uncertain nonlinear dynamic systems.☆15Updated last year
- We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.☆97Updated 2 years ago
- This repository presents a series of analysis on the performance of Physics-Informed Neural Networks in vibrational systems. The limitati…☆13Updated 2 years ago
- Sonkyo blade benchmark☆18Updated 4 years ago
- Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems☆40Updated last year
- Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks☆116Updated 3 years ago
- MATLAB toolbox for simulating the lateral dynamics of rotating machines.☆51Updated 2 years ago
- A pytorch implementation of the paper "Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling"☆15Updated 6 years ago
- A novel GNN-LSTM-based fusion model which could accurately predict the seismic responses of multiple structures with different geometry.☆89Updated last year
- ☆38Updated 2 years ago
- Code for Rice et al. 2020 "Analyzing Koopman approaches to physics-informed machine learning for long-term sea-surface temperature forcea…☆36Updated 3 months ago
- The modal parameters of a line-like structure are automatically identified using an SSI-COV algorithm applied to ambient vibration data☆37Updated last year
- An automatic knowledge embedding framework for scientific machine learning☆23Updated 3 years ago
- BILSTM,GRU,LSTM☆17Updated last year
- CONCEPT is a dataset of lamb-wave measured in composite structures in healthy and damaged states. This experiment was conducted at the SH…☆28Updated 7 months ago
- Predictive maintenance algorithm developed using digital twin of hydraulic pump modeled in Simscape☆37Updated 11 months ago