Deep LSTM for highly nonlinear system modeling
☆60Sep 6, 2019Updated 6 years ago
Alternatives and similar repositories for DeepLSTM
Users that are interested in DeepLSTM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Physics-guided Convolutional Neural Network☆73Oct 24, 2020Updated 5 years ago
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆23Nov 30, 2021Updated 4 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
- 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
- ☆18Mar 13, 2026Updated 5 months 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.
- SHMnet: Condition Assessment of Bolted Connection with Beyond Human-level Performance☆13Oct 31, 2019Updated 6 years ago
- Earthquake Responses prediction using Deep learning and Database☆44Mar 28, 2025Updated last year
- The SSICOV is a system identification method for structural health monitoring (SHM) using Stochastic Subspace Identification (SSI). It pr…☆18Jan 23, 2026Updated 7 months ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆169May 15, 2024Updated 2 years ago
- A comprehensive experimental and numerical database for bare steel and composite semi-rigid (partially restrained and/or partial strength…☆25Mar 14, 2026Updated 5 months ago
- A pre and post process tool for the OpenSeesPy☆29Sep 6, 2022Updated 4 years ago
- This repository contains a novel time-series dataset for impact detection and localization on a plastic thin-plate, towards Structural He…☆16Mar 20, 2023Updated 3 years ago
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆33Sep 14, 2021Updated 4 years ago
- Tools for Developing Nonergodic Ground Motion Models☆23Jan 13, 2025Updated last year
- 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.
- 基于遗传算法的桥梁人致振动优化☆17Feb 5, 2023Updated 3 years ago
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆28Sep 30, 2021Updated 4 years ago
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- Simple AI agent for analysing truss structures☆12Apr 2, 2025Updated last year
- StructGNN: An Efficient Graph Neural Network Framework for Static Structural Analysis☆43Apr 16, 2024Updated 2 years ago
- KAN meets Gram Polynomials☆18Jul 25, 2024Updated 2 years ago
- CONCEPT is a dataset of lamb-wave measured in composite structures in healthy and damaged states. This experiment was conducted at the SH…☆28Apr 16, 2025Updated last year
- ☆11Jun 30, 2023Updated 3 years ago
- Input Inference for Control (i2c), a control-as-inference framework for optimal control☆26Sep 6, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This project aims to give you an introduction to how Seq2Seq based encoder-decoder neural network architectures can be applied on time se…☆43Feb 21, 2019Updated 7 years ago
- Open source codes for resilient-evaluation of individual structure.☆12Sep 9, 2019Updated 6 years ago
- A simple package for a first course in finite element methods.☆10Jan 10, 2024Updated 2 years ago
- Abaqus VUMAT and sample input files for modeling of viscoelastic foams☆14Feb 25, 2022Updated 4 years ago
- System Identification with LSTM networks☆14Jul 6, 2023Updated 3 years ago
- ☆11Mar 31, 2021Updated 5 years ago
- keras-regression-cnns☆11Dec 23, 2019Updated 6 years ago
- Machine learning of linear differential equations using Gaussian processes☆27May 2, 2018Updated 8 years ago
- Interpretable machine learning (symbolic regression) using Genetic programming/Gene expression programming and Sparse regression used …☆36Feb 10, 2021Updated 5 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 sparse Bayesian learning sandbox☆10Jul 4, 2021Updated 5 years ago
- The modal parameters of a line-like structure are automatically identified using an SSI-COV algorithm applied to ambient vibration data☆40Apr 11, 2024Updated 2 years ago
- Visualising what each LSTM cell learns from data.☆24Jan 26, 2020Updated 6 years ago
- [ICCV'25] T2 -VLM: Training-Free Generation of Temporally Consistent Rewards from VLMs☆15Jul 8, 2025Updated last year
- Physics-informed learning of governing equations from scarce data☆169Jul 19, 2023Updated 3 years ago
- physics-informed neural network for elastodynamics problem☆163Jan 20, 2022Updated 4 years ago
- Nonlinear time history analysis of MDOF systems☆16Feb 3, 2021Updated 5 years ago