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
- Simulation of a SDOF Bouc-Wen-Baber-Noori hysteretic system☆13Updated 4 years ago
- Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method☆15Updated 9 months ago
- Deep Learning for Structural Health monitoring☆20Updated last year
- Codes of our journal paper: Indirect identification of bridge frequencies using a four-wheel vehicle: Theory and three-dimensional simula…☆19Updated 3 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
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆20Updated 4 years ago
- ☆11Updated last year
- Deep LSTM for highly nonlinear system modeling☆56Updated 6 years ago
- Earthquake Responses prediction using Deep learning and Database☆40Updated 9 months ago
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆34Updated 4 years ago
- ☆38Updated 2 years ago
- 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
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆43Updated 6 months ago
- A novel GNN-LSTM-based fusion model which could accurately predict the seismic responses of multiple structures with different geometry.☆93Updated last year
- Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks☆116Updated 3 years ago
- A toolbox for Sequential Bayesian Inference in uncertain nonlinear dynamic systems.☆15Updated last year
- Boosting the training of physics informed neural networks with transfer learning☆27Updated 4 years ago
- Train-Track-Bridge interaction simulation tool for Matlab☆13Updated last year
- Physics-informed neural networks package☆338Updated 3 years ago
- ☆11Updated 2 years ago
- The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks☆41Updated 3 years ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆165Updated last year
- Frequency Domain Decomposition (FDD)☆10Updated 5 years ago
- Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling☆113Updated 4 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
- Physics-guided Deep Markov Models☆13Updated 3 years ago
- Pytorch implementation of Bayesian physics-informed neural networks☆68Updated 4 years ago