MATLAB and Python codes for the ID-DMD paper
☆16May 8, 2025Updated last year
Alternatives and similar repositories for Data-driven-dynamics_ID-DMD
Users that are interested in Data-driven-dynamics_ID-DMD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repo shows a digital model of a robot in simulink, and show how to use it to train an AI model for fault diagnosis.☆23Dec 2, 2025Updated 8 months ago
- Supporting codes for the numerical implementations in the paper "Operator inference for non-intrusive model reduction with quadratic mani…☆12Aug 18, 2022Updated 3 years ago
- Physics Informed Sparse Identification of Nonlinear Dynamics☆14Jan 3, 2025Updated last year
- This repository provides a easy-to-use, general-purpose, high efficiency platform for high-fidelity dynamic characterization of high-dime…☆20Aug 12, 2025Updated 11 months ago
- Custom implementation based on Bonet and Wood's Nonlinear FEM book http://www.flagshyp.com☆16Apr 13, 2026Updated 3 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)☆68Apr 25, 2025Updated last year
- Matlab simulation of a hydrodynamically lubricated slider bearing☆11Jan 17, 2019Updated 7 years ago
- ☆16Nov 10, 2021Updated 4 years ago
- Constructing linearizing transformations for reduced-order modeling of nonlinear dynamical systems☆12Jul 23, 2024Updated 2 years ago
- Graph Neural Network-based Surrogate Models for Finite Element Analysis☆10Sep 25, 2022Updated 3 years ago
- Staggered HARd-constrained Physics-Informed Neural Networks for Phase-field modelling of corrosion☆17Feb 19, 2025Updated last year
- ☆14Dec 29, 2019Updated 6 years ago
- Python program for analyzing and identifying nonlinear vibrations https://pyvib.readthedocs.io/en/latest/☆17Dec 11, 2022Updated 3 years ago
- A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model☆13Mar 13, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Network…☆20Dec 8, 2023Updated 2 years ago
- Adapting a ConvNeXt model to audio classification on AudioSet☆27Feb 19, 2025Updated last year
- A basic example of using physics informed machine learning for enhanced structural dynamics modeling☆10Jul 7, 2023Updated 3 years ago
- code of the paper "Reliability modeling and statistical analysis of accelerated degradation process with memory effects and unit-to-unit …☆13Jan 28, 2026Updated 6 months ago
- A collection of scientific computing notebooks☆23Feb 21, 2024Updated 2 years ago
- This repository contains code for a project that trains a neural network to solve solid mechanics problems faster than the traditional fi…☆12Sep 28, 2023Updated 2 years ago
- DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems☆20Mar 7, 2026Updated 5 months ago
- Digital Twin of an Induction Motor: Fault Analysis and Predictive Maintenance☆18Jan 13, 2024Updated 2 years ago
- Repo for the Neurips Learning to Predict Structural Vibrations paper, provides a dataset and method for vibration prediction in plate str…☆13Jul 3, 2026Updated last month
- 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.
- Code for data-assisted reduced-order modeling of extreme events in complex dynamical systems, available on arXiv: https://arxiv.org/abs/1…☆22Aug 22, 2018Updated 7 years ago
- Reduced-order modelling using an atlas of charts☆30Oct 18, 2022Updated 3 years ago
- 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
- ☆29Jun 7, 2018Updated 8 years ago
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆37Aug 2, 2022Updated 4 years ago
- a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation☆13Jul 22, 2026Updated 2 weeks ago
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆16Feb 9, 2025Updated last year
- Reduced order modeling with shallow recurrent decoder networks☆31Jun 10, 2026Updated 2 months ago
- ☆15Aug 3, 2026Updated last week
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆18Aug 13, 2024Updated last year
- Course repository for nonlinear finite element analsis☆21Oct 14, 2023Updated 2 years ago
- An AI-based system utilizing Graph Neural Networks (GNNs) for real-time anomaly detection and fault diagnosis in spacecraft engines. It c…☆16Nov 4, 2024Updated last year
- ☆15Mar 5, 2025Updated last year
- A finite element blade structural dynamics module☆13Mar 25, 2017Updated 9 years ago
- An ensemble bagged trees classification approach for monitoring of the engine conditions and fault diagnosis using Visual Dot Patterns of…☆18Jul 7, 2022Updated 4 years ago
- ☆16Jun 7, 2025Updated last year