ShagunSharma98 / Global-Structural-Earthquake-Damage-PredictionLinks
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
Alternatives and similar repositories for Global-Structural-Earthquake-Damage-Prediction
Users that are interested in Global-Structural-Earthquake-Damage-Prediction are comparing it to the libraries listed below
Sorting:
- Simulation of a SDOF Bouc-Wen-Baber-Noori hysteretic system☆13Updated 3 years ago
- Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method☆11Updated 4 months ago
- Codes of our journal paper: Indirect identification of bridge frequencies using a four-wheel vehicle: Theory and three-dimensional simula…☆16Updated 3 weeks ago
- Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks☆109Updated 2 years ago
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆19Updated 3 years ago
- ☆12Updated last year
- MATLAB toolbox for simulating the lateral dynamics of rotating machines.☆45Updated last year
- xaviergoby / ConvLSTM-Computer-Vision-for-Structural-Health-Monitoring-SHM-and-NonDestructive-Testing-NDTApplication of LSTM network for Structural Health Monitoring & Non-Destructive Testing☆42Updated 3 years ago
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆31Updated 3 years ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆39Updated last month
- Frequency Domain Decomposition (FDD)☆10Updated 5 years ago
- Earthquake Responses prediction using Deep learning and Database☆37Updated 3 months ago
- Predictive maintenance algorithm developed using digital twin of hydraulic pump modeled in Simscape☆36Updated 6 months ago
- Physics-guided Convolutional Neural Network☆67Updated 4 years ago
- Deep LSTM for highly nonlinear system modeling☆56Updated 5 years ago
- 20 MW common research wind turbine model data☆11Updated 9 years ago
- Deep Learning for Structural Health monitoring☆18Updated 9 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 3 months ago
- Elastohydrodynamic Lubrication Point Contact Solver for MATLAB☆27Updated last year
- ☆11Updated last year
- FE model updating in Python☆10Updated 4 years ago
- Python scripts for physics-informed neural networks for corrosion-fatigue prognosis☆41Updated 2 years ago
- AMrotor - A MATLAB Toolbox for the Simulation of Rotating Machinery☆21Updated last year
- Train-Track-Bridge interaction simulation tool for Matlab☆10Updated last year
- A novel GNN-LSTM-based fusion model which could accurately predict the seismic responses of multiple structures with different geometry.☆73Updated last year
- Customized FERUM (Finite Element Reliability Using Matlab)☆14Updated 3 years ago
- Predictive Modeling and Uncertainty Quantification of Fatigue Life in Metal Alloys using Machine Learning☆20Updated 4 months ago
- Code for "Conditional Variational Autoencoders for Probabilistic Wind Turbine Blade Fatigue Estimation using SCADA data"☆18Updated 4 years ago
- Midas模型转换成OpenSEES模型，并实时显示。☆9Updated 6 years ago
- This repository contains code for predicting multiaxial fatigue life of metals using deep learning models (CNN, LSTM, and GRU) combined w…☆19Updated 11 months ago