xaviergoby / ConvLSTM-Computer-Vision-for-Structural-Health-Monitoring-SHM-and-NonDestructive-Testing-NDTLinks
Application of LSTM network for Structural Health Monitoring & Non-Destructive Testing
☆45Updated 4 years ago
Alternatives and similar repositories for ConvLSTM-Computer-Vision-for-Structural-Health-Monitoring-SHM-and-NonDestructive-Testing-NDT
Users that are interested in ConvLSTM-Computer-Vision-for-Structural-Health-Monitoring-SHM-and-NonDestructive-Testing-NDT are comparing it to the libraries listed below
Sorting:
- Project for dynamic identification and structural health monitoring of real structures using data-based statistical time series analysis☆17Updated 2 years ago
- FE model updating in Python☆10Updated 4 years 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
- 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
- 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
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆33Updated 4 years ago
- Physics-informed neural network for fatigue crack propagation (Paris' law)☆18Updated 3 years ago
- Codes of our journal paper: Indirect identification of bridge frequencies using a four-wheel vehicle: Theory and three-dimensional simula…☆19Updated 2 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
- Crack Analysis Tool in Python (CrackPy) - automatic detection and fracture mechanical analysis of (fatigue) cracks using digital image co…☆92Updated 2 weeks ago
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆19Updated 2 years ago
- Physics-guided Convolutional Neural Network☆68Updated 5 years ago
- # XFEM_Fracture2D ### Description This is a Matlab program that can be used to solve fracture problems involving arbitrary multiple cr…☆56Updated 3 years ago
- MATLAB solver for Elastohydrodynamic Lubrication (EHL) problems. The solver is based on a Finite Volume (FV) discretization of the Reynol…☆46Updated 2 years ago
- 地震作用下剪切型结构线性/非线性时程分析☆25Updated 6 years ago
- Simulation of a SDOF Bouc-Wen-Baber-Noori hysteretic system☆13Updated 4 years ago
- A Machine Learning approach to Finite Element Methods, using U-Net inspired architectures.☆29Updated 6 years ago
- ☆11Updated 2 years ago
- Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method☆14Updated 8 months ago
- ☆91Updated 2 years ago
- We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.☆97Updated 2 years ago
- Code to control abaqus model through python API☆52Updated 3 years ago
- 有限元方法的 matlab 实现，为了追求清晰通用，将会大大牺牲程序的效率。☆63Updated 3 months ago
- 2D/3D Finite Element (FEM) beam model using Newmark Method for dynamic analysis☆40Updated 6 years ago
- Earthquake Responses prediction using Deep learning and Database☆39Updated 8 months ago
- A finite element blade structural dynamics module☆13Updated 8 years ago
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆40Updated 8 years ago
- Predicting Thermal Fields in AdditiveManufacturing by FEM simulations andMachine Learning☆60Updated 4 years ago
- Implementation of a new hybrid machine learning technique for multi-fidelity surrogates of finite elements models with applications in mu…☆15Updated last year
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆19Updated 4 years ago