A novel GNN-LSTM-based fusion model which could accurately predict the seismic responses of multiple structures with different geometry.
☆104Apr 22, 2024Updated 2 years ago
Alternatives and similar repositories for GNN-LSTM-based-Fusion-Model-for-Structural-Dynamic-Responses-Prediction
Users that are interested in GNN-LSTM-based-Fusion-Model-for-Structural-Dynamic-Responses-Prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆23Nov 30, 2021Updated 4 years ago
- StructGNN: An Efficient Graph Neural Network Framework for Static Structural Analysis☆43Apr 16, 2024Updated 2 years ago
- Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method☆15Mar 10, 2025Updated last year
- Deep LSTM for highly nonlinear system modeling☆60Sep 6, 2019Updated 7 years ago
- We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.☆108Aug 17, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Physics-guided Convolutional Neural Network☆73Oct 24, 2020Updated 5 years ago
- Code repository for a shear frame with Bouc-Wen hysteretic links as a multi-degree of freedom nonlinear response simulator☆17May 27, 2026Updated 3 months ago
- ☆23Jun 21, 2024Updated 2 years ago
- a multivariate time series deep spatiotemporal forecasting model with graph neural network (MDST-GNN) is proposed to solve the existing …☆32Jun 7, 2022Updated 4 years ago
- Earthquake Responses prediction using Deep learning and Database☆44Mar 28, 2025Updated last year
- Machine Learning-based Second-order Analysis of Beam-columns through Physics-Informed Neural Networks☆17Feb 18, 2025Updated last year
- Different modeling techniques like multiple linear regression, decision tree, and random forest, etc. will be used for predicting the co…☆23Jul 28, 2020Updated 6 years ago
- ☆11Jun 14, 2023Updated 3 years ago
- Constructing linearizing transformations for reduced-order modeling of nonlinear dynamical systems☆12Jul 23, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repository presents a series of analysis on the performance of Physics-Informed Neural Networks in vibrational systems. The limitati…☆14Apr 15, 2023Updated 3 years ago
- ☆18Mar 13, 2026Updated 5 months ago
- Implementing ensemble learning methods for shear strength prediction of RC deep beams with/without web reinforcements☆16Mar 10, 2021Updated 5 years ago
- DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems☆20Mar 7, 2026Updated 6 months ago
- ☆15May 11, 2024Updated 2 years ago
- ☆14Oct 26, 2019Updated 6 years ago
- The reliability analysis is studied for stiffened Kirchhoff's plate bending using the Finite Element Method in MATLAB. We used the Hsieh-…☆14Nov 17, 2021Updated 4 years ago
- The aim of this project is to develop a solution using Data science and machine learning to predict the compressive strength of a concret…☆22Jun 25, 2023Updated 3 years ago
- “Fused-Text-Image-to-Image” Generative Adversarial Networks-based Intelligent Generative Structural Design Method for Shear-wall Building☆17Aug 21, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Data Transmission from Sap2000 to OpenSees☆16Dec 16, 2020Updated 5 years ago
- Repository for advanced traffic forecasting models integrating GCN, LSTM/Bi-LSTM, and attention mechanisms for improved accuracy, includi…☆32Aug 4, 2024Updated 2 years ago
- Simulation of a SDOF Bouc-Wen-Baber-Noori hysteretic system☆14Sep 15, 2021Updated 4 years ago
- DGDATA: Deep Generative Domain Adaptation with Temporal Relation Attention Mechanism for Cross-User Activity Recognition☆10Aug 10, 2024Updated 2 years ago
- 论文“时变转速下基于改进图注意力网络的轴承半监督故障诊断”源码☆29May 9, 2022Updated 4 years ago
- Representative point selection by the GF-discrepancy minimization technique for the probability density evolution method (PDEM).☆16Nov 24, 2024Updated last year
- Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)☆68Apr 25, 2025Updated last year
- Concrete Compressive Strength Prediction using Machine Learning☆28Apr 7, 2020Updated 6 years ago
- Pytorch implementation of various traffic prediction modules(FC-LSTM, GRU, GCN, Diffusion Conv, Temporal Attention, etc.)☆12Jan 24, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆18May 12, 2026Updated 3 months ago
- CPU/GPU Implicit & Explicit Finite Element Solver for Large Strains☆26Feb 20, 2026Updated 6 months ago
- Code of our journal paper: Indirect identification of bridge frequencies using a four-wheel vehicle: Theory and three-dimensional simulat…☆20Apr 28, 2026Updated 4 months ago
- Topology Optimization under Uncertainty (TOuU)☆18Feb 13, 2019Updated 7 years ago
- For data recovery of Structural Health Monitoring☆12Sep 21, 2023Updated 2 years ago
- In his project, we proposed a new acquisition function for kriging-based reliability analysis, namely expected uncertainty reduction (EUR…☆13Apr 4, 2022Updated 4 years ago
- FMNet: Earthquake Focal Mechanism Estimation by using a Fully Convolutional Neural Network☆15Apr 19, 2021Updated 5 years ago