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 4 years ago
- Deep Learning for Structural Health monitoring☆19Updated last year
- Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method☆14Updated 6 months ago
- Simulation of a SDOF Bouc-Wen-Baber-Noori hysteretic system☆13Updated 4 years ago
- ☆11Updated last year
- Deep LSTM for highly nonlinear system modeling☆56Updated 6 years ago
- Codes of our journal paper: Indirect identification of bridge frequencies using a four-wheel vehicle: Theory and three-dimensional simula…☆17Updated 3 weeks ago
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆19Updated 3 years ago
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆31Updated 4 years ago
- Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks☆114Updated 3 years ago
- We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.☆92Updated 2 years ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆40Updated 3 months ago
- Boosting the training of physics informed neural networks with transfer learning☆26Updated 4 years ago
- This repository presents a series of analysis on the performance of Physics-Informed Neural Networks in vibrational systems. The limitati…☆12Updated 2 years ago
- Frequency Domain Decomposition (FDD)☆11Updated 5 years ago
- A novel GNN-LSTM-based fusion model which could accurately predict the seismic responses of multiple structures with different geometry.☆81Updated last year
- A toolbox for Sequential Bayesian Inference in uncertain nonlinear dynamic systems.☆14Updated last year
- Train-Track-Bridge interaction simulation tool for Matlab☆10Updated last year
- Code for Rice et al. 2020 "Analyzing Koopman approaches to physics-informed machine learning for long-term sea-surface temperature forcea…☆36Updated 3 weeks ago
- Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling☆110Updated 4 years 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
- ☆34Updated 2 years ago
- Earthquake Responses prediction using Deep learning and Database☆38Updated 6 months ago
- Physics-guided Deep Markov Models☆12Updated 3 years ago
- This repository contains a novel time-series dataset for impact detection and localization on a plastic thin-plate, towards Structural He…☆16Updated 2 years ago
- Sonkyo blade benchmark☆18Updated 4 years ago
- Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems☆39Updated last year
- Pytorch implementation of Bayesian physics-informed neural networks☆63Updated 4 years ago
- A pytorch implementation of the paper "Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling"☆15Updated 6 years ago
- An automatic knowledge embedding framework for scientific machine learning☆23Updated 3 years ago