mahindrautela / DINS-SHMLinks
Deep Learning for Structural Health monitoring
☆18Updated 11 months ago
Alternatives and similar repositories for DINS-SHM
Users that are interested in DINS-SHM are comparing it to the libraries listed below
Sorting:
- ☆11Updated last year
- 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☆12Updated 5 months ago
- Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks☆111Updated 3 years ago
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆19Updated 3 years ago
- Physics-guided Convolutional Neural Network☆66Updated 4 years ago
- Codes of our journal paper: Indirect identification of bridge frequencies using a four-wheel vehicle: Theory and three-dimensional simula…☆17Updated 2 months ago
- MATLAB toolbox for simulating the lateral dynamics of rotating machines.☆45Updated last year
- This repository presents a series of analysis on the performance of Physics-Informed Neural Networks in vibrational systems. The limitati…☆12Updated 2 years ago
- 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.☆76Updated last year
- ☆12Updated last year
- BILSTM，GRU，LSTM☆16Updated last year
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆31Updated 3 years ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆28Updated 2 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
- The relevant codes and more comparison results of "Physics-informed machine learning for tool wear monitoring".☆16Updated 3 years ago
- Deep LSTM for highly nonlinear system modeling☆56Updated 5 years ago
- Earthquake Responses prediction using Deep learning and Database☆37Updated 5 months ago
- Customized FERUM (Finite Element Reliability Using Matlab)☆14Updated 3 years ago
- This repository contains code for predicting multiaxial fatigue life of metals using deep learning models (CNN, LSTM, and GRU) combined w…☆19Updated last year
- The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks☆38Updated 2 years ago
- A novel approach for Remaining Useful Life (RUL) prediction, combining meta-learning, knowledge discovery, and Physics-Informed Neural Ne…☆11Updated 4 months ago
- We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.☆92Updated 2 years ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆13Updated 3 years ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆39Updated 2 months ago
- Physics-guided Deep Markov Models☆12Updated 3 years ago
- Predictive maintenance algorithm developed using digital twin of hydraulic pump modeled in Simscape☆36Updated 7 months ago
- A pytorch implementation of the paper "Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling"☆15Updated 6 years ago
- an active-learning method for reliability analysis based on multi-fidelity kriging model☆38Updated last year